Author: "Lawley, Mark" - Searchworks@Jio Institute Digital Library Search Results

377 results on '"Lawley, Mark"'

1. FedGlu: A personalized federated learning-based glucose forecasting algorithm for improved performance in glycemic excursion regions

Author: Dave, Darpit, Vyas, Kathan, Jayagopal, Jagadish Kumaran, Garcia, Alfredo, Erraguntla, Madhav, and Lawley, Mark
Subjects: Computer Science - Machine Learning, Computer Science - Artificial Intelligence
Abstract: Continuous glucose monitoring (CGM) devices provide real-time glucose monitoring and timely alerts for glycemic excursions, improving glycemic control among patients with diabetes. However, identifying rare events like hypoglycemia and hyperglycemia remain challenging due to their infrequency. Moreover, limited access to sensitive patient data hampers the development of robust machine learning models. Our objective is to accurately predict glycemic excursions while addressing data privacy concerns. To tackle excursion prediction, we propose a novel Hypo-Hyper (HH) loss function, which significantly improves performance in the glycemic excursion regions. The HH loss function demonstrates a 46% improvement over mean-squared error (MSE) loss across 125 patients. To address privacy concerns, we propose FedGlu, a machine learning model trained in a federated learning (FL) framework. FL allows collaborative learning without sharing sensitive data by training models locally and sharing only model parameters across other patients. FedGlu achieves a 35% superior glycemic excursion detection rate compared to local models. This improvement translates to enhanced performance in predicting both, hypoglycemia and hyperglycemia, for 105 out of 125 patients. These results underscore the effectiveness of the proposed HH loss function in augmenting the predictive capabilities of glucose predictions. Moreover, implementing models within a federated learning framework not only ensures better predictive capabilities but also safeguards sensitive data concurrently.
Published: 2024

2. Improved Low-Glucose Predictive Alerts Based on Sustained Hypoglycemia: Model Development and Validation Study

Author: Dave, Darpit, Erraguntla, Madhav, Lawley, Mark, DeSalvo, Daniel, Haridas, Balakrishna, McKay, Siripoom, and Koh, Chester
Subjects: Diseases of the endocrine glands. Clinical endocrinology, RC648-665
Abstract: BackgroundPredictive alerts for impending hypoglycemic events enable persons with type 1 diabetes to take preventive actions and avoid serious consequences. ObjectiveThis study aimed to develop a prediction model for hypoglycemic events with a low false alert rate, high sensitivity and specificity, and good generalizability to new patients and time periods. MethodsPerformance improvement by focusing on sustained hypoglycemic events, defined as glucose values less than 70 mg/dL for at least 15 minutes, was explored. Two different modeling approaches were considered: (1) a classification-based method to directly predict sustained hypoglycemic events, and (2) a regression-based prediction of glucose at multiple time points in the prediction horizon and subsequent inference of sustained hypoglycemia. To address the generalizability and robustness of the model, two different validation mechanisms were considered: (1) patient-based validation (model performance was evaluated on new patients), and (2) time-based validation (model performance was evaluated on new time periods). ResultsThis study utilized data from 110 patients over 30-90 days comprising 1.6 million continuous glucose monitoring values under normal living conditions. The model accurately predicted sustained events with >97% sensitivity and specificity for both 30- and 60-minute prediction horizons. The false alert rate was kept to
Published: 2021
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3. Geographic disparities in telemedicine mental health use by applying three way ANOVA on Medicaid claims population data

Author: Ukert, Benjamin, Lawley, Mark, and Kum, Hye-Chung
Published: 2024
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4. Posttraumatic Stress Disorder and Mobile Health: App Investigation and Scoping Literature Review

Author: Rodriguez-Paras, Carolina, Tippey, Kathryn, Brown, Elaine, Sasangohar, Farzan, Creech, Suzannah, Kum, Hye-Chung, Lawley, Mark, and Benzer, Justin K
Subjects: Information technology, T58.5-58.64, Public aspects of medicine, RA1-1270
Abstract: BackgroundPosttraumatic stress disorder (PTSD) is a prevalent mental health issue among veterans. Access to PTSD treatment is influenced by geographic (ie, travel distance to facilities), temporal (ie, time delay between services), financial (ie, eligibility and cost of services), and cultural (ie, social stigma) barriers. ObjectiveThe emergence of mobile health (mHealth) apps has the potential to bridge many of these access gaps by providing remote resources and monitoring that can offer discrete assistance to trauma survivors with PTSD and enhance patient-clinician relationships. In this study, we investigate the current mHealth capabilities relevant to PTSD. MethodsThis study consists of two parts: (1) a review of publicly available PTSD apps designed to determine the availability of PTSD apps, which includes more detailed information about three dominant apps and (2) a scoping literature review performed using a systematic method to determine app usage and efforts toward validation of such mHealth apps. App usage relates to how the end users (eg, clinicians and patients) are interacting with the app, whereas validation is testing performed to ensure the app’s purpose and specifications are met. ResultsThe results suggest that though numerous apps have been developed to aid in the diagnosis and treatment of PTSD symptoms, few apps were designed to be integrated with clinical PTSD treatment, and minimal efforts have been made toward enhancing the usability and validation of PTSD apps. ConclusionsThese findings expose the need for studies relating to the human factors evaluation of such tools, with the ultimate goal of increasing access to treatment and widening the app adoption rate for patients with PTSD.
Published: 2017
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5. Industrializing methanotrophs and other methylotrophic bacteria: from bioengineering to product recovery

Author: Sauvageau, Dominic, Stein, Lisa Y, Arenas, Elizabeth, Das, Shibashis, Iacobelli, Maryssa, Lawley, Mark, Lazic, Marina, Rondón, Fabián L, and Weiblen, Cerrise
Published: 2024
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6. Dissolution and recovery of poly(3-hydroxybutyrate) in switchable solvents and the formation of a switchable gel

Author: Lawley, Mark Douglas, Stein, Lisa Y., and Sauvageau, Dominic
Published: 2024
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7. Penalty and incentive modeling for hospital readmission reduction

Author: Alvarado, Michelle, Lahijanian, Behshad, Zhang, Yi, and Lawley, Mark
Published: 2023
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8. The Interrelationships between the length of stay, readmission, and post-acute care referral in cardiac surgery patients

Author: Sultana, Ineen, Erraguntla, Madhav, Kum, Hye-Chung, Delen, Dursun, and Lawley, Mark
Published: 2022
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9. Convalescent plasma in patients admitted to hospital with COVID-19 (RECOVERY): a randomised controlled, open-label, platform trial

Author: Abani, Obbina, Abbas, Ali, Abbas, Fatima, Abbas, Mustafa, Abbasi, Sadia, Abbass, Hakam, Abbott, Alfie, Abdallah, Nabeel, Abdelaziz, Ashraf, Abdelfattah, Mohamed, Abdelqader, Bushra, Abdo, David, Abdul, Basir, Abdul Rasheed, Althaf, Abdulakeem, Ajibode, Abdul-Kadir, Rezan, Abdulle, Amina, Abdulmumeen, Abdulfatahi, Abdul-Raheem, Rasheed, Abdulshukkoor, Niyaz, Abdusamad, Kula, Abed El Khaleq, Yazeed, Abedalla, Mai, Abeer Ul Amna, Abeer Ul Amna, Abernethy, Katrina, Aboaba, Adebanke, Abo-Leyah, Hani, Abou-Haggar, Ahmed, Abouibrahim, Mahmoud, Abraham, Miriam, Abraham, Tizzy, Abraheem, Abraheem, Abrams, Judith, Abu, Hyacinth-John, Abu-Arafeh, Ahmed, Abubacker, Syed M, Abung, Akata, Aceampong, Yaa, Achara, Amaka, Acharya, Devikumar, Acheampong, Sarah, Acheson, Janet, Acosta, Andres, Acton, Catherine, Adabie-Ankrah, Jacqueline, Adair, Sara, Adam, Fiona, Adam, Matthew, Adamali, Huzaifa, Adams, Carol, Adams, Charlotte, Adams, Kate, Adams, Lisa, Adams, Richard, Adams, Tim, Adcock, Kirsty, Addai, Jemaimah, Adebiyi, Ade, Adegoke, Ken, Adell, Vicki, Ademokun, Debo, Adenwalla, Sherna, Adesemoye, Oluwasegun A, Adewunmi, Emmanuel O, Adeyemi, Joyce, Adhikary, Rina, Adkins, Gabrielle, Adnan, Adnan, Aeron-Thomas, John, Affleck, Debbie, Affron, Dominic, Afnan, Carmel, Afridi, Muhammad, Aftab, Zainab A, Agarwal, Meenakshi, Agbeko, Rachel, Agbo, Chris, Agent, Penny, Aggarwal, Sunil, Aghababaie, Arameh, Ahamed Sadiq, Shafana, Ahammed Nazeer, Mohamed H, Ahmad, Humayun, Ahmad, Mohammad, Ahmad, Syed, Ahmed, Asim, Ahmed, Bilal, Ahmed, Forizuddin, Ahmed, Hamze, Ahmed, Iram, Ahmed, Irshad, Ahmed, Khaled, Ahmed, Liban, Ahmed, Mahin, Ahmed, Maria C, Ahmed, Muhammad S, Ahmed, Naseer, Ahmed, Nausheen, Ahmed, Osama, Ahmed, Rajia A, Ahmed, Rizwan, Ahmed, Saif, Ahmed, Sammiya, Ahmed, Sara, Ahmed, Sophia, Ahmed, Syed, Ahmed, Syed Haris, Ahmed Ali, Roa, Ahmed, Sana, Ahmer, Sana, Ail, Dhiraj, Ainsworth, Mark, Airoldi, Giulia, Aissa, Myriam, Aitken, Lindianne, Ajay, Bini, Ajeneye, Francis, Ajibode, 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Burgess, Richard, Burgess, Sophia, Burgett, Paula, Burman, Adrian, Burnard, Sara, Burnett, Caroline, Burnett, John, Burns, Amanda, Burns, Amy, Burns, Collette, Burns, James, Burns, Karen, Burns, Samuel, Burns, Sarah, Burrage, Daniel, Burrage, Sadie, Burrows, Kate, Burston, Claire, Burton, Ben, Burton, Fiona, Burton, Matthew, Busby, Angela, Butcher, Deborah, Butler, Aaron, Butler, Jessica, Butler, Joanne, Butler, Joshua, Butler, Lesley, Butler, Peter, Butler, Susan, Butt, Al-Tahoor, Butt, Mohammad M, Butt, Sophia, Butterworth, Caryl, Butterworth-Cowin, Nicola, Buttery, Robert, Buttle, Tom, Button, Heather, Buttress, Daniel, Byrne, Jane, Byrne, Wendy, Byrne-Watts, Victoria, Byworth, Eleanor, Cabandugama, Amanda, Cade, Ruth, Cadwgan, Anthony, Cairney, Donna, Calderwood, James, Caldow, Darren, Caldwell, Moira, Calisti, Giorgio, Callaghan, Debbie, Callaghan, Jennifer, Callens, Claire, Callum, Donaldson, Calver, Caroline, Cambell-Kelly, Melissa, Camburn, Tracey, Cameron, David R, Cameron, Eleanor, Cameron, Fraser, Cameron, Sarah, Cameron, Sheena, Camm, Christian, Cammack, Renee F D, Campbell, Alison, Campbell, Amy, Campbell, Barbara, Campbell, Bridget, Campbell, Debbie, Campbell, Helen, Campbell, Hilary, Campbell, Jonathan, Campbell, Mark, Campbell, Robyn, Campbell, Wynny, Campbell Hewson, Quentin, Camsooksai, Julie, Canabarro, Ana, Canclini, Lisa, Candido, Shaula Mae, Candlish, Janie, Caneja, Cielito, Cann, Johnathon, Cannan, Ruby, Cannon, Emma, Cannon, Michael, Cannon, Petra, Cannons, Vivienne, Cantliff, Jane, Caplin, Ben, Capocci, Santino, Caponi, Noemi, Capp, Angelika, Capps-Jenner, Anne, Capstick, Thomas, Carboo, Ishmael, Cardenas, Nuria, Cardwell, Mary, Carey, Rachel, Carley, Simon, Carlin, Tammy, Carlton, Andrew, Carmichael, Samantha, Carnahan, Mandy, Carnegie, Rebecca, Caroline, Charlotte, Carpenter, Emily, Carpenter, Jodi, Carr, David, Carr, Sharon, Carrasco, Anna, Carrington, Samantha, Carrington, Zoe, Carroll, Paul, Carron, Caroline, Carstairs, Anne, Carter, Jonathan, Carter, Michael, Carter, Moira, Carter, Paul, Carter, Penny, Carter, Steven, Carter-Graham, Simon, Cartwright, Douglas, Cartwright, Jo-Anne, Carty, Claire, Carty, Sinead, Carungcong, Jaime, Carveth-Marshall, Carolyn, Casey, Susan, Cassells, Annie, Cassimon, Barbara, Castiello, Teresa, Castle, Gail, Castles, Bridget, Caswell, Melanie, Catana, Ana Maria, Cate, Heidi, Cathcart, Susanne, Cathie, Katrina, Catley, Christine, Catlow, Laura, Caudwell, Matthew, Caulfield, Jill, Cavazza, Anna, Cave, Luke, Cavinato, Simon, Cawa, Frianne, Cawley, Kathryn, Caws, Chloe, Cendl, Hankins, Century, Hannah, Cernova, Jeva, Cesay, Mansur, Cetti, Ed, Chabane, Stephanie, Chablani, Manish, Chabo, Cathleen, Chadwick, David, Chadwick, Julie, Chadwick, Robert, Chakkarapani, Ela, Chakraborty, Arup, Chakraborty, Mallinath, Chakravorty, Mollika, Chalmers, James, Chalmers, Richard, Chamberlain, Georgina, Chamberlain, Sarah, Chambers, Emma, Chambers, Jonathan, Chambers, Lucy, Chambers, Naomi, Chan, Alex, Chan, Carmen, Chan, Cheuk, Chan, Evelyn, Chan, Kayen, Chan, Kimberley, Chan, Ping, Chan, Rebekah (Pui-Ching), Chan, Xin Hui, Chandler, Chris, Chandler, Heidi, Chandler, Kim J, Chandler, Stuart, Chandler, Zoe, Chandler-Vizard, Vikki, Chandra, Sumit, Chandran, Navin, Chandrasekaran, Badrinathan, Chang, Cherry, Chang, Yvonne, Chaplin, Josephine, Chapman, Graeme, Chapman, John, Chapman, Katie, Chapman, Laura, Chapman, Lianne, Chapman, Polly, Chapman, Timothy, Chappell, Lucy, Chapple, Linda, Charalambou, Amanda, Charles, Bethan, Charlton, Dianne, Charlton, Sally, Chatar, Kevin, Chatha, Calvin, Chaube, Ritesh, Chaudhary, Muhammad YN, Chaudhry, Iram, Chaudhuri, Nazia, Chaudhury, Muhammad, Chauhan, Anoop, Chauhan, Ruchi S, Chauhan, Vipul, Chavasse, Nicola, Chaven, Iknam, Chavez, Rosanna, Chawla, Vipal, Cheadle, Maria, Cheater, Lindsay, Cheaveau, James, Cheeld, Charlotte, Cheeseman, Michelle, Chen, Fang, Chen, Hui Min, Chen, Terence, Cheng, Lok Yin, Cheng, Zhihang, Chenoweth, Helen, Cheong, Chun How, Cherian, Shiney, Cherif, Suzanne, Cherrie, Mary, Cheshire, Helen, Chesterson, Barry, Cheung, Betty, Cheung, Chee Kay, Cheung, Elaine, Cheung, Michelle, Cheyne, Claire, Chhabra, Swati, Chia, Wei Ling, Chiang, Eric, Chiapparino, Angela, Chicano, Rosavic, Chikwanha, Zviedzo A, Chilcott, Sam, Chimbo, Phillipa, Chin, KokWai, Chin, Wen Jie, Chineka, Rumbidzai, Chingale, Amol, Chinn, Karen, Chiroma, Vashira, Chisem, Heather, Chisenga, Claire, Chisnall, Ben, Chiswick, Carolyn, Chita, Sunder, Chitalia, Nihil, Chiu, Matthew, Chivima, Brenda, Chmiel, Catherine, Choi, Soha, Choon Kon Yune, Willy, Choudhary, Vandana, Choudhury, Sarah, Chow, Bing-Lun, Chowdhury, Fateha, Chowdhury, Mahibbur, Chowdhury, Shahid, Christenssen, Victoria, Christian, Peter, Christides, Alexander, Christie, Fiona, Christmas, Daniel, Christopherson, Thereza, Christy, Mark, Chrysostomou, Paris, Chua, Yunli, Chucha, Shabs, Chudgar, Dip, Chudleigh, Richard, Chukkambotla, Srikanth, Chukwu, Michael E, Chukwulobelu, Izu, Chung, Chi Y, Church, Ben, Church, Elaine, Church, Sara R, Churchill, David, Cianci, Nicole, Ciccone, Nick, Cicconi, Paola, Cinardo, Paola, Cipinova, Zdenka, Cipriano, Bessie, Clamp, Sarah, Clapham, Melanie, Clare, Edel, Clare, Sarbjit, Clark, Andrew, Clark, Charlotte, Clark, Diane, Clark, Felicity, Clark, Gabrielle, Clark, James, Clark, Katherine, Clark, Kaylea, Clark, Louise, Clark, Lucy, Clark, Matthew, Clark, Patricia, Clark, Richard, Clark, Thomas, Clark, Wendy, Clark, Zoe, Clarke, Andrea, Clarke, Heather, Clarke, Mark, Clarke, Paul, Clarke, Robert, Clarke, Roseanne, Clarke, Samantha, Clarke, Sarah, Clarke, Sheron, Clarke, Tracy, Clarkson, Andrew, Claxton, Alleyna, Clay, Kate, Clayton, Elizabeth, Clayton, Olivia, Clayton-Smith, Jill, Cleaver, Chris, Clemente de la Torre, Carlota, Clements, Jayne, Clements, Suzanne, Clemons, Francesca, Clifford, Lee, Clifford, Lynne, Clifford, Rachael, Clifford, Sarah, Clive, Amelia, Clouston, Jonathan, Clueit, Samantha, Clyne, Andrea, Coakley, Michelle, Coakley, Peter G L, Coates, Tony, Cobain, Kathryn, Cochrane, Alexandra, Cochrane, Patricia, Cockerell, Maeve, Cockerill, Helen, Cocks, Shirley, Codling, Rachel, Coe, Adam, Coetzee, Samantha, Coey, David, Cohen, Danielle, Cohen, Jonathan, Cohen, Oliver, Cohn, Mike, Coke, Louise, Coker, Olutoyin, Colbeck, Nicholas, Colbert, Roghan, Cole, Carol, Cole, Esther, Cole, Jade, Cole, Joby, Cole, Julie, Cole, Richard, Cole, Sue, Coleman, Garry, Coleman, Matt, Coles, Holly, Coles, Rebecca, Colin, Macleod, Colino-Acevedo, Alicia, Colley, Julie, Collier, Dawn, Collier, Heather, Collini, Paul, Collins, Emma, Collins, Jaimie, Collins, Joanne, Collins, Nicola, Collins, Sally, Collins, Vicky, Collinson, Andrew, Collinson, Bernadette, Collinson, Jennifer, Collis, Matthew, Colmar, Madeleine, Colton, Hayley E, Colton, James, Colville, Katie, Colvin, Carolyn, Colwell, Ryan, Combes, Edward, Comer, David, Comerford, Alison, Comery, Mike, Concannon, Dónal, Condliffe, Robin, Connell, Lynne, Connell, Natalie, Connelly, Karen, Connolly, Gavin, Connolly, Mireille, Connor, Emma, Conran, Samantha, Conroy, Antonia, Conteh, Veronica, Convery, Rory, Conway, Camilla, Conway, Francesca, Conway, Grainne, Conway, Rhiannon, Conyngham, Jo-Anna, Cook, Colette, Cook, Eloise, Cook, Gemma, Cook, Helen, Cook, Julie, Cooke, Danielle, Cooke, Graham, Cooke, Katrina, Cooke, Soo, Cooke, Tim, Cooper, Adele, Cooper, Alison, Cooper, Chris, Cooper, David, Cooper, Helen, Cooper, Jamie, Cooper, Joanne, Cooper, Joshua, Cooper, Laura, Cooper, Lauren, Cooper, Nick, Cooper, Rowena, Cooperwaite, Emma, Cope, Thomas, Corbet, Sinead, Corbett, Carolyn, Corcoran, John, Cordell, Chris, Cordle, Jessica, Corfield, Alasdair, Corless, John, Corlett, Alison, Cornwell, Joe, Cornwell, Michael, Corogeanu, Diana, Corredera, Mirella, Corrigan, Ruth, Corry, Catherine, Corser, Rita, Cosgrove, Denise, Cosier, Tracey, Costa, Patricia, Coston, Charlie, Cotgrove, Susannah, Coton, Zoe, Cottam, Lisa-Jayne, Cotter, Rhiannon, Cotterill, Donna, Cotton, Alice, Cotton, Caroline, Cotton, Katy, Coull, Andrew, Coulson, James, Counsell, David, Counter, David, Coupland, Cherry, Courtney, Ellie, Courtney, Julia, Cousins, Rebecca, Cowan, Alexander, Cowan, Elena, Cowburn, Ruth, Cowell, Richard, Cowen, Louise, Cowman, Steve, Cowton, Amanda, Cox, Debra Anne, Cox, Ellie, Cox, Giles, Cox, Karina, Cox, Miriam, Coy, Karen, Craig, Beverly, Craig, Victoria, Craighead, Felicity, Cramp, Matthew, Crane, Beverley, Crause, Jacolene, Crawford, Adrian, Crawford, Angie, Crawford, Emma, Crawford, Isobel, Crawforth, Richard, Crawshaw, Sarah, Creagh-Brown, Ben, Creamer, Andrew, Creighton, Ryan, Cremona, Joanne, Cremona, Saveria, Cresswell, Janet, Cribb, Mark, Crichton, Charles, Crilly, Declan, Crisp, Lauren, Crisp, Nikki, Crocombe, Dominic, Croft, Maria, Cron, Ian, Crook, Derrick, Crooks, Jennifer, Croot, Helen, Crosby, Harriet, Cross, Sarah, Cross, Tim, Crothers, Amy, Crotty, Stephen, Crouch, Susan, Crow, Madeleine, Crowder, Amanda, Crowley, Kate, Crowley, Teresa, Croysdill, Rebecca, Cruickshank, Callum, Cruickshank, Conor, Cruickshank, Irena, Cruise, James, Crumley, Helen, Cruz, Carina, Cruz Cervera, Trino, Cryans, Dominic, Cui, Guanguo, Cui, Helen, Cullen, Donna, Cullen, Lorraine, Cummings-Fosong, Gillian, Cundall, Marie, Cunliffe, Victoria, Cunningham, Lorraine, Cunningham, Neil, Cunningham, Nicola, Cupitt, Jason, Curgenven, Hollie, Curley, Debra, Curnow, Gerens, Curran, David, Curran, Simon, Currie, Craig, Currie, Jacqueline, Currie, Scarlett, Curtis, Abi, Curtis, Becca, Curtis, Jonathan, Curtis, Katrina, Curtis, Olivia, Curtis, Thomas, Cuthbertson, Rebecca, Cutler, Sean, Czekaj, Marta, Czylok, Patrycja, da Rocha, Joana, Dagens, Andrew, Daggett, Helen, Daggett, Phil, Daglish, Jacqui, Dahiya, Sandeep, Dakers-Black, Helen, Dale, Anne, Dale, Katie, Dale, Michaela, Dale, Sam, Dales, Jolyon, Dalgleish, Helen, Dallas, Nikki, Dallow, Helen, Dalton, Dermot, Daly, Zoe, Danga, Akila, Daniel, Amelia, Daniel, Priya, Daniels, Allison, Dann, Adela, Danso-Bamfo, Sandra, Daoud, Nimo, Darbyshire, Alex, Darbyshire, Janet, Dargan, Paul, Dark, Paul, Darling, Tace, Darlington, Kate, Darton, Tom, Darylile, Guledew, Das, Manjusha, Das, Sukamal, Daschel, Martin, Dasgin, Joanne, Datta, Dibyendu, Daunt, Anna, Davenport, Emily, Davey, Mark, Davey, Michelle, Davey, Miriam, Davey, Molly, David, Arlene, David, Mini, Davidson, Alexander, Davidson, Laura, Davidson, Neil, Davidson, Richard, Davies, Albert, Davies, Alison, Davies, Amanda, Davies, Amy, Davies, Angela, Davies, Carolyn, Davies, Catrin, Davies, Cheryl, Davies, Drew, Davies, Elaine, Davies, Ffyon, Davies, Helen, Davies, James, Davies, Jane, Davies, Jeni, Davies, Jim, Davies, Karen, Davies, Kelly, Davies, Kim, Davies, Louisa, Davies, Mark, Davies, Matthew, Davies, Michelle, Davies, Nina, Davies, Owen, Davies, Patrick, Davies, Rachel, Davies, Rhys, Davies, Ruth, Davies, Sarah, Davies, Simon, Davis, Alison, Davis, Gwyneth, Davis, Illinos, Davis, Julie-Ann, Davis, Katherine, Davis, Peter, Davison, Alexander, Davison, Sophia, Davy, Mark, Dawe, Christine, Dawe, H, Dawkins, Mark, Dawson, Danielle, Dawson, Elizabeth, Dawson, Joy, Dawson, Susan, Dawson, Tom, Daxter, Andrew, Day, Andrew, Day, Helena, Day, Jacob, Day, Jeremy, Day, Lynn, D'Costa, Jamie, De, Parijat, de Fonseka, Duneesha, de Freitas, Toni, De Santana Miranda, Frederico, de Sausmarez, Eleanor, de Silva, Shanika, de Silva, Thushan, De Sousa, Jessica, De Sousa, Paulo, de Souza, James, de Soyza, Anthony, de Vere, Natasha, de Vos, Johannes, Deacon, Bethan, Dealing, Sharon, Dean, Anna, Dean, Julie, Dean, Katrina, Dean, Stephen, Dean, Tessa, Deane, Jill, Dear, James, Dearden, Effie, Deary, Alison, Deas, Catherine, Debbie, Samuel, Debreceni, Gabor, Deelchand, Vashist, Deeley, Matthew, Deery, Joanne, Defever, Emmanuel, Dehulia, Raji, Deighton, Max, Del Forno, Manuela, Dela Rosa, Arnold, Delaney, Lisa, Dell, Amanda, Demetriou, Carrie, DeMets, David, Democratis, Jane, Denham, Jacqueline, Denis, Emmanuelle, Denley, Laura, Denmade, Craig, Dent, Kathy, Dent, Martin, Denton, Elise, Denwood, Tom, Deole, Nishigandh, Depala, Darshita, Depante, Maria, Derbyshire, Randle, Dermody, Susan, Desai, Amisha, Desai, Asmita, Desai, Purav, Deshpande, Sanjeev, Deshpande, Vai, Devine, Brendan, Devkota, Sirjana, Dewland, Nicola, Dey, Prakash, Dey, Vishal, Deylami, Rogin, Dhaliwal, Jazz, Dhaliwal, Kevin, Dhalliwal, Jas, Dhanda, Mandeep, Dhani, Sundip, Dhanoa, Amandeep, Dhar, Mili, Dhasmana, Devesh, Dhesi, Aman, Dhillon, Ekanjali, Dhillon, Reiss, Diamond, Pamela, Dias, Priya, Diaz, Stephanie, Diaz-Pratt, Kayleigh, Dickerson, Debbie, Dicks, Pamela, Dickson, Stuart, Dijo, Julie, Dillane, Sean, Diment, Sarah, Dimitri, Paul, Dineen, Maria, Dinh, ThaiHa, Dinh, Tri, Dipper, Alex, Dirmantaite, Laura, Ditchfield, Lisa, Diver, Sarah, Diwakar, Lavanya, Dixon, Caroline, Dixon, Giles, Dixon-Mould, Stephen, Djeugam, Brice, Dlouhy, Petr, Dobbie, Laurence, Dobranszky Oroian, Marinela, Dobson, Charlotte, Dobson, Lee, Docherty, Marie, Dockrell, David, Dodd, James, Dodds, Jackie, Dodds, Rebecca, Dodds, Steve, Dogra, Richi, Doherty, Erin, Doherty, Warren, Doi, Yumiko, Doig, Iain, Doke, Eleanor, Dolan, Daniel, Dolman, Mark, Dolman, Rozzie, Donald, Lisa, Donaldson, Callum, Donaldson, Christopher, Donaldson, Denise, Donaldson, Gillian, Donaldson, Kate, Donnachie, Joanne, Donnelly, Christopher, Donnelly, Eilish, Donnelly, Ronan, Donohoe, Aravindhan, Donohoe, Gemma, Donohue, Bryan, Donton, Sinead, Dooks, Emma, Doran, Grainne, Dorey, Kane, Dorgan, Sharon, Dornan, Amanda, Dosani, Moonira, Dosanjh, Davinder, Dospinescu, Paula, Douglas, Katie, Douse, Jonathan, Dowden, Lucy, Dower, Michelle, Dowling, Kerry, Dowling, Sud, Downer, Nicola, Downes, Charlotte, Downes, Rob, Downes, Thomas, Downey, Damian, Downey, Philippa, Downey, Robert, Downs, Louise, Dowson, Simon, Dragan, Cornel, Dragomir, Cristina, Dragos, Cristina, Drain, Maire, Drake, Chelsea, Drew, Victoria, Drewett, Olivia, Driscoll, Celine, Drogan, Helena, Drogman, Nikki, Drummond, Graham, Druyeh, Ronald, Drysdale, Simon, Du Thinh, An, Dube, Hazel, Dube, Judith, Dube, Ophias, Duberley, Stephen, Duckles-Leech, Hayley, Duff, Nicola, Duffield, Emma, Duff-Miller, Sam, Duffy, Helen, Dufour, Lionel, Duggan, Annette, Duggan, Helen, Dugh, Parveen, Duignan, Janice, Duley, Mick, Dummer, Simon, Duncan, Andrew, Duncan, Christopher, Duncan, Fullerton, Duncan, Gregory, Dundas, Stephanie, Dunn, Alessia, Dunn, Charlotte, Dunn, Damian, Dunn, Laura, Dunn, Paul, Dunne, Charlene, Dunne, Karen, Dunning, Fiona, Dunphy, Aidan, Duraiswamy, Venkat, Duran, Beatriz, DuRand, Ingrid, Durgacharan, Steve, Duric, Natalie, Durie, Alison, Durie, Emily, Durrington, Hannah, Duvnjak, Haris, Dwarakanath, Akshay, Dwarakanath, Laasya, Dwyer, Ellen, Dyball, Claudia, Dyble, Lee, Dyer, Kristyn, Dymond, Harvey, Dymond, Tom, Eades, Chris, Eagles, Laura, Early, Joanne, Earwaker, Melissa, Easom, Nicholas, East, Clare, East, Kim, Easthope, Amy, Easton, Fraser, Eaton, Caroline, Eaton-Howell, Caroline, Eatough, Ruth, Ebbs, Adrian, Ebigbola, Oluwadamilola, Ebner, Daniel, Ebon, Martin, Eccles, Sinan, Eddings, Chloe, Eddleston, Michael, Edgar, Maureen, Edgerley, Katharine, Edmond, Nicholas, Edmonds, Julie, Edmondson, Dave, Edmondson, Mary, Edmunds, Tracy, Edwards, Alexandra, Edwards, Catherine, Edwards, Joy, Edwards, Kennedy, Edwards, Mandy, Edwards, Tomos, Eedle, Jenny, Egginton, Dawn, Ehiorobo, Loveth, Eisen, Sarah, Ekeowa, Ugochukwu, Ekoi, Mohamed, Ekunola, Ayomide, El Behery, Soha, El-Agnaf, Moulod, Elbeshy, Mohamed, El-Bouzidi, Kate, Elder, Jennifer, El-Din, Mohammed, Eleanor, Diana, Eletu, Ibrahim, Elfar, Eman, Elgamal, Mayy Magdy, Elgohary, Amr, Elia, Stellios, Elias, Jennifer, Elias, Tania, Elkaram, Nadia, El-Karim, Mohammed, Elkins, Andrew Victor, Ellam, Julie, Ellard, Nikki, Ellerton, Laura Nicola, Elliot, Lucy, Elliott, Amy, Elliott, Chris, Elliott, Fiona, Elliott, Kerry, Elliott, Scott, Elliott, Toby, Ellis, Annie, Ellis, Ann-Marie, Ellis, Christine, Ellis, Kay, Ellis, Kaytie, Ellis, Tak-Yan, Ellis, Yvette, Ellison, Megan, Elmahdi, Rahma, Elmahi, Einas, Elmasry, Hannah-May, Elmi, Mohammed, Elndari, Najla, Elneima, Omer, Elokl, Mohamed, Elradi, Ahmed, Elsaadany, Mohamed, El-Sayeh, Sally, El-Sbahi, Hana, Elsefi, Tarek, El-Shakankery, Karim, Elshaw, Robert, El-Taweel, Hosni, Elyoussfi, Sarah, Emberey, Jonathan, Emberson, Jonathan R, Emberton, John, Emmanuel, Julian, Emmerson, Ingrid, Emms, Michael, Emond, Florence, Emonts, Marieke, Enachi, Nicu, Engden, Angila, English, Katy, Entwistle, Emma, Enyi, Hene, Erotocritou, Marios, Escreet, Helen, Eskander, Peter, Esmail, Hanif, Estcourt, Lise, Evans, Amy, Evans, Brynach, Evans, Chris, Evans, Daren, Evans, Debra, Evans, Gail, Evans, Gareth, Evans, Jennifer, Evans, Lisa, Evans, Lynn, Evans, Margaret, Evans, Michelle, Evans, Mim, Evans, Morgan, Evans, Ranoromanana, Evans, Ryan, Evans, Teriann, Evans, Terry John, Eve, Tony, Everden, Caroline, Everden, Serenydd, Evison, Hayley, Evison, Lynsey, Eyton-Jones, Penny, Faccenda, Jacqueline, Fahel, Leila, Fahmay, Youstina, Fairbairn, Sara, Fairbairn, Terry, Fairclough, Andy, Fairlie, Louise, Fairweather, Mark, Fajardo, Anne, Falcone, Naomi, Falconer, Euan, Falconer, Jonathan, Fallon, John, Fallow, Andrea, Faluyi, David, Fancois, Victoria, Farah, Qayyum, Fard, Novin, Farg, Amr, Farinto, Margaret, Farmer, Adam, Farmer, Katie, Farmery, Toni, Farnworth, Samantha, Farook, Faiyaz, Farooq, Hadia, Farooq, Sidrah, Farquhar, Fiona, Farrar, Karen, Farrell, Aaron, Farrell, Barbara, Farthing, James, Farzana, Syeda, Fasina, Rahmatu, Fatemi, Azam, Fatemi, Mina, Fatimah, Nibah, Faulkner, Maria, Faust, Saul N, Fawke, Joe, Fawohunre, Sinmidele, Fazal, Abul, Feane, Kelly, Fearby, Simon, Feben, Alex, Fedel, Federico, Fedorova, Daria, Feely-Henderson, James, Fegan, Christopher, Felongco, Mae, Felton, Lynsey, Felton, Tim, Fenlon, Kate, Fenn, Andrea, Fenner, Isabelle, Fenton, Ciara, Fenton, Melisa, Ferguson, Cameron, Ferguson, Jenny, Ferguson, Kathryn, Ferguson, Katie, Ferguson, Stephanie, Ferguson, Susan, Ferguson, Susie, Ferguson, Victoria, Fernandes, Denzil, Fernandez, Candida, Fernandez, Eduardo, Fernandez, Maria, Fernandez Lopez, Sonia, Fernando, Callum Jeevan, Feroz, Ahmed, Ferranti, Pietro, Ferrari Gersogamo, Thais, Ferrelly, Eleanor, Ferrera, Alexandra, Ferriman, Emma, Fethers, Nicholas, Field, Ben, Field, Janet, Field, Rebecca, Fielder, Karen, Fieldhouse, Lindsey, Fielding, Andra, Fielding, Julie, Fielding, Len, Fielding, Sarah, Fikree, Asma, Filson, Sarah Ann, Finbow, Sarah, Finch, Debbie, Finch, Joanne, Finch, Laurie, Finden, Joanne, Fineman, Natalie, Finlayson, Lauren, Finn, Adam, Finn, Joanne, Finney, Clare, Fiouni, Sofia, Fiquet, Jo, Fisher, Dani, Fisher, Emily, Fisher, James, Fisher, Neil, Fisher Crisp, Meadow, Fishman, Daniel, Fishwick, Krystofer, Fitzgerald, Lorraine, Fitzpatrick-Creamer, Chloe, Flaherty, Jan, Flanagan, Michael, Flanders, Charles, Flatters, Cathy, Fleming, Julie, Fleming, Lucy, Fleming, Paul, Flesher, William, Fletcher, Alison, Fletcher, Jonathan, Fletcher, Lucy, Fletcher, Simon, Fletcher, Sophie, Flewitt, Karen, Flood, Christopher, Floodgate, Ian, Florence, Vincent, Floyd, Sharon, Flynn, Kelly, Flynn, Rachel, Flynn, Sara, Foden, Claire, Fofana, Adama, Fogarty, Georgina, Foley, Claire, Foley, Paul, Folkes, Linda, Font, Daniela Mock, Fonyonga, Evodian, Foo, Aiwyne, Foo, Jane, Foot, Andrew, Foot, Jayne, Forbes, Jane, Ford, Jamie, Ford, Kathy, Foreman, Jennifer, Fornolles, Caroline, Forrest, Adam, Forsey, Ellie, Forsey, Miranda, Forshall, Thomas, Forster, Elliot, Forton, Julian, Foster, Emily, Foster, Joseph, Foster, Rachel A, Foster, Tracy, Foukanelli, Theodora, Foulds, Angela, Foulds, Ian, Fowe, Folakemi, Fowler, Emily, Fowler, Robert, Fowler, Stephen, Fox, Caroline, Fox, Claire, Fox, Daniel, Fox, Heather, Fox, Jonathan, Fox, Lauren, Fox, Natalie, Fox, Olivia, Fox, Simon, Foxton, Sarah-Jane, Fozdar, Yasin, Frake, Rebecca, Francioni, Alex, Francis, Olesya, Francis, Rebecca, Francis, Sarah, Francis-Bacon, Theodora, Frankcam, Jason, Frankland, Helen, Franklin, Gayle, Franklin, Jessica, Franks, Darron, Fraser, Catherine, Fraser, Laura, Frayling, Sharon, Fredlund, Martyn, Free, Matthew, Freeman, Carol, Freeman, Elaine, Freeman, Hannah, Freeman, Nicola, Freer, Clare, Freestone, Ian, French, Eleanor, Frise, Matthew, Fromson, Renate, Froneman, Claire, Frosh, Adam, Frost, John, Frost, Victoria, Froud, Oliver, Frowd, Rachel, Fryatt, Arun, Fryer, Jake, Fu, Janet, Fuller, Bridget, Fuller, Liz, Fuller, Neil, Fuller, Tracy, Fullerton, Duncan, Fullthorpe, Jenny, Fung, Carrie, Fung, Gayle, Funnell, Sarah, Furness, John, Furtado, Charlene, Fyfe, Andrew, G, Nytianandan, Gabbitas, Elizabeth, Gabriel, Claire, Gabriel, Diana, Gachi, Hadiza, Gad, Rose, Gahir, Joshua, Gajebasia, Sarveen, Gajewska-Knapik, Katarzyna, Galani, Zacharoula, Gale, Christopher, Gale, Hugo, Gale, Rebecca, Gali, Swetha, Galilee, Karen, Gallagher, Bernadette, Gallagher, Jude, Gallagher, Rosie, Gallagher, William, Galliford, Joanne, Galloway, Catherine, Galloway, Chris, Galloway, Emma, Galloway, Jacqui, Galloway, James, Gamble, Laura, Gamble, Liz, Gammon, Brian, Ganapathi, Jaikumar, Ganapathy, Ramesh, Gandhi, Kaminiben, Gandhi, Sarah, Ganesh, Usha, Gani, Abrar, Garden, Emma-James, Gardener, Antoni D, Gardiner, Emma, Gardiner, Jill, Gardiner, Michael, Gardiner, Phil, Gardiner, Siobhan, Gardiner-Hill, Caroline, Gardner, Jonathan, Garfield, Mark, Garg, Atul, Garlick, Nathan, Garner, Justin, Garner, Lucie, Garner, Zoe, Garnett, Kimberley, Garney, Robert, Garr, Rosaline, Garstka, Michael, Gartan, Peter, Garty, Florence, Gascoyne, Rachel, Gashau, Hyeriju, Gasmalseed, Noha, Gaspar, Michaela, Gatenby, Aoife, Gaughan, Erin, Gaurav, Alok, Gavrila, Mariana, Gaylard, Jane, Gaywood, Emma, Geddie, Catherine, Geddis, Alison, Gedge, Ian, Gee, Sarah, Gellamucho, Minerva, Gelly, Karzan, Gelmon, Leila, Gelves-Zapata, Sandra, Genato, Gemma, Gent, Susan, Geoghegan, Natalie, George, Chloe, George, Sam, George, Tina, Georges, Simon, Georgiou, Domonique, Gerard, Peter, Gerdes, Leigh, Germain, Louise, Gerrish, Helen, Getachew, Abel, Gethin, Louise, Ghanayem, Hisham, Ghattaoraya, Amardeep, Gherman, Anca, Ghosh, Alison, Ghosh, Justin, Ghosh, Sudhamay, Giannopoulou, Sarra, Gibani, Malick, Gibb, Andrew, Gibbison, Ben, Gibbons, Kerry, Gibson, Alex, Gibson, Bethan, Gibson, Kimberley, Gibson, Kirsty, Gibson, Sian, Gilbert, Cat, Gilbert, Jeanette, Gilbert, Joanne, Gilbert, Kayleigh, Gilchrist, Sean, Giles, Benjamin, Gill, Mandy, Gill, Rose, Gill, Lynne, Gillen, Paul, Gillesen, Annelies, Gillespie, Katherine, Gillespie, Matt, Gillham, Elizabeth, Gillian, Andrew, Gilliland, Deborah, Gillott, Robert, Gilmour, Danielle, Gilmour, Kate, Giokanini-Royal, Theodora, Gipson, Anna, Girling, Joanna, Gisby, Rhian, Gkioni, Angelena, Gkoritsa, Aikaterini, Gkrania-Klotsas, Effrossyni, Gladwell, Amy, Glanville, James, Glasgow, Jessica, Glasgow, Susannah, Glass, Jon, Glass, Lynn, Glaysher, Sharon, Gledhill, Lisa, Glennon, Ana, Glover, John, Glover, Kyle, Glover Bengtsson, Jan, Gnanalingam, Chevanthy, Goddard, Julie, Goddard, Wendy, Godden, Emily, Godden, Jo, Godding, Gillian, Godson, Emma, Gogarty, Gerry, Gogoi, Sukanya, Goh, Aiky, Goiriz, Rebeca, Gokaraju, Sriya, Gold, Philip, Goldacre, Raphael, Goldsmith, Arthur, Goldsmith, Portia, Gomersall, Darren, Gomez, Lucia, Gomez-Marcos, Raquel, Gondal, Ali, Gonzalez, Celia, Goodall, Jack, Goodenough, Bob, Goodfellow, Laura, Goodlife, James, Goodwin, Camelia, Goodwin, Elizabeth, Goodwin, Jayne, Goodyear, Paula, Gooentilleke, Rajiv, Goolam-Hossen, Sharif, Goonasekara, Michelle, Gooseman, Sheila, Gopal, Shameer, Gordon, Peter, Gordon, Sally, Gorick, Hugh, Gorman, Caitlin, Gorman, Claire, Gormely, Stuart, Gorog, Diana, Gorry, Jan, Gorst, Michelle, Gorsuch, Thomas, Gosai, Jayshreebahen, Gosling, Rebecca, Gosling, Sally, Gosney, Georgina, Goss, Vanessa, Gotham, Dzintars, Gott, Naomi, Goudie, Elizabeth, Gould, Amanda, Gould, Angela, Gould, Susan, Gourbault, Lysander, Gouveia, Anna, Govind, Abha, Gowans, Sharon, Gowda, Girish, Gowda, Rohit, Gowdy, Pauline, Gower, Hannah, Gower, Thomas, Goyal, Pankaj, Goyal, Sunil, Goyal, Sushant, Graham, Beverley, Graham, Clive, Graham, Jane, Graham, Jonathan, Graham, Justin, Graham, Libby, Graham, Sharon, Graham-Brown, Matthew, Grahamslaw, Julia, Grana, Gianluca, Grandison, Tracyanne, Grandjean, Louis, Grant, Alison, Grant, Ann, Grant, David, Grant, Matthew, Grant, Pauleen, Gravell, Rhys, Graves, Jenny, Gray, Alasdair, Gray, Catherine, Gray, Georgina, Gray, Harriet, Gray, Ingrid, Gray, Jackie, Gray, Karen, Gray, Nicola, Gray, Sebastian, Grayson, Alan, Grealish, Patricia, Greaves, Fiona, Greaves, Jack, Greaves, Paul, Green, Charlotte, Green, Christopher, Green, David, Green, Frederick, Green, Grace, Green, Joel, Green, Marie, Green, Nicola, Green, Stacey, Green, Teresa, Greene, Diarra, Greenfield, Philippa, Greenhalgh, Alan, Greenslade, Maraneka, Greenwood, Daniel, Greer, Sandra, Gregory, James, Gregory, Jane, Gregory, Katie, Gregory, Tamsin, Gregson, James, Greig, Jill, Greig, Julia, Grenfell, Rebecca, Grenier, Teena, Grevatt, Susan, Grey, Glaxy, Gribbin, Andrew, Gribble, Amy, Grice, Beverley, Grieg, Natasha, Grieve, Douglas, Griffin, Ben, Griffin, Denise, Griffin, Mel, Griffith, Sian, Griffiths, Alexandra, Griffiths, Andrew, Griffiths, Daniel, Griffiths, David, Griffiths, Donna, Griffiths, Isabel, Griffiths, Mark, Griffiths, Nicola, Griffiths, Oliver, Griffiths, Sarah, Griffiths, Sharon, Griffiths, Yvonne, Grigoriadou, Sofia, Grigsby, Steph, Grist, Paul, Grist, Stephen, Grobovaite, Evelina, Grondin, Clarissa, Groome, Rachel, Grosu, Liliana, Grounds, Jenny, Grout, Margaret, Grover, Helen, Groves, Jayne, Grubb, Neil, Grundy, Julie, Guarino, Francesca, Gudur, Sharada, Guettari, Sharazeq, Gulati, Shivang, Gulia, Vikas, Gunasekera, Pumali, Gunawardena, Malin, Gunganah, Kirun, Gunn, Jessica, Gunter, Emma, Gupta, Alok, Gupta, Atul, Gupta, Rajeev, Gupta, Richa, Gupta, Rishi, Gupta, Tarun, Gupta, Vineet, Gupta-Wright, Ankur, Guratsky, Victoria, Gureviciute, Alvyda, Gurram, Sambasivarao, Gurung, Bhawana, Gurung, Shraddha, Guth, Hazel, Habibi, Ruth, Hack, Berkin, Hackney, Pamela, Hacon, Christian, Haddad, Aiman, Hadfield, Denise, Hadjiandreou, Michalis, Hadjisavvas, Nikolaos, Hadzik, Leah, Haestier, Anna, Hafiz, Nauman, Hafiz-Ur-Rehman, Rana, Hafsa, Javed, Hagan, Samantha, Hague, Jack W, Hague, Rosemary, Haigh, Kate, Haines, Christina, Hainey, Scott, Hair, Morton, Hairsine, Brigid, Hajnik, Juraj, Haldeos, Anne, Halder, Writaja, Hale, Jennie, Halevy, Carmel, Halford, Paul, Halford, William, Hall, Alistair, Hall, Anthony, Hall, Claire, Hall, Elizabeth, Hall, Emma, Hall, Fiona, Hall, Helen, Hall, Jennifer, Hall, Kathryn, Hall, Bill, Hallas, Jan, Hallas, Kyle, Hallett, Charles, Halls, Becky-Lee, Halls, Heather, Hamdollah-Zadeh, Maryam, Hameed, Bilal, Hamid, Imran, Hamie, Mohamad, Hamilton, Bethany, Hamilton, Fergus, Hamilton, Leigh, Hamilton, Nicola, Hamlin, Ruth, Hamlyn, Eleanor, Hammans, Beatrice, Hammersley, Shirley, Hammerton, Kate, Hammond, Bev, Hammond, Leah, Hammond, Sara, Hammonds, Fiona, Hamoodi, Ibrahim, Hampshire, Karen, Hampson, Elizabeth, Hampson, Jude, Hampson, Lucy, Hanci, Ozan, Hancock, Ian, Hand, Sadiyah, Handford, Jasmine, Handrean, Soran, Haney, Sarah, Hanif, Sheharyar, Hanison, E, Hanlon, Alison, Hannah, Jennifer, Hannington, Amy, Hannun, Merhej, Hanrath, Aidan, Hanson, Anita, Hanson, Jane, Hanson, Kathryn, Hanson, Steve, Hanwell, Helen, Haq, Mazhar Ul, Haqiqi, Ala, Haque, Monjurul, Harden, Lesley, Harding, Zoe, Hardman, Simon, Hardy, Joanna, Haresh, Kumar, Harford, Rachel, Hargadon, Beverley, Hargreaves, Carolyn, Hargreaves, Emily, Hargreaves, James, Harin, Alice, Haris, Mohammed, Harlock, Edward, Harlow, Sandra, Harman, Paula, Harman, Tracy, Harmer, Mark, Haroon, Muhammad A, Harper, Charlie, Harper, Fiona, Harper, Heather, Harper, Melanie, Harper, Peter, Harper, Rosemary, Harrhy, Sarah, Harrington, Sian, Harrington-Davies, Yasmin, Harris, Jade, Harris, Jess, Harris, John, Harris, Laura, Harris, Marie-Clare, Harris, Naomi, Harris, Nichola, Harris, Sophie, Harrison, Alex, Harrison, David, Harrison, Julie, Harrison, Laura, Harrison, Melanie, Harrison, Rowan, Harrison, Susie, Harrison, Thomas, Harrison, Wendy, Harrod, Elizabeth, Hart, Ciaran, Hart, Dominic, Hartley, Lisa, Hartley, Rosemary, Hartley, Ruth, Hartley, Tom, Hartrey, William, Hartridge, Phillipa, Hartshorn, Stuart, Harvala, Heli, Harvey, Alice, Harvey, Angela, Harvey, Max, Harwood, Catherine, Harwood, Helen, Haselden, Brigitte, Hashem, Kazi, Hashimm, Mohammed, Hashimoto, Tadaaki, Hashmi, Imranullah, Haskins, Sarah, Haslam, Zena, Hassan, Adil, Hassan, Ali, Hassan, Wagae UI, Hassan, Waqar Ul, Hassasing, Sapna, Hassell, Jane, Hassell, Philip, Hastings, Alex, Hastings, Bethany, Hastings, Janice, Hatch, Stephanie, Hatton, Jonathan, Haviland, Sheryl, Havinden-Williams, May, Havlik, Stefan, Hawcutt, Daniel B, Hawes, Kadean, Hawes, Liz, Hawes, Nicola, Hawkins, Annie, Hawkins, Catherine, Hawkins, Nancy, Hawkins, Tanya, Hawley, Dan, Hawley-Jones, Ed, Haworth, Edward, Hay, Cathy, Hayat, Amna, Hayat, Jamal, Hayathu, Mohamed-Riyal, Haydon, Tamsin, Hayes, Anne, Hayes, Jonas, Hayes, Kate, Hayes, Melony, Hayes, Vanessa, Hayes, Fiona, Hayle, Patrick, Haylett, Chloe, Hayman, Antara, Hayman, Melanie, Haynes, Matthew, Haynes, Richard, Hayre, Rachel, Haysom, Sarah, Hayward, James, Haywood, Patrick, Hazelton, Tracy, Hazenberg, Phoebe, He, Zhengmai, Headon, Elizabeth, Heal, Carrie, Healy, Brendan, Hearn, Amy, Heath, Angela, Heath, Rowan, Heaton, Diane, Hebbron, Kerry, Hector, Gemma, Hedges, Andy, Hedges, Katrine, Heeley, Cheryl, Heeney, Elaine, Heire, Rajdeep, Hemmila, Ulla, Hemmings, Cassie, Hemphill, Scott, Hemsley, Deborah, Henderson, Abigail, Henderson, Jennifer, Henderson, Steven, Hennen, Lee, Hennessy, Kathryn, Hennesy, Natalie, Henry, Carol Ann, Henry, Joanne, Henry, Karol, Henry, Lavinia, Henry, Margo, Henry, Natalie, Henshall, David, Herbert, Mike, Herdman, Gillian, Herdman-Grant, Rosaleen, Herkes, Morag, Heron, Emma, Heron, Kay, Herrington, William, Heselden, Emilia, Heslop, Peta, Hesson, Sharnie Beth, Hester, Simon, Hetherington, Emily, Hetherington, Joseph, Hettiarachchi, Chamila, Hettiarachchi, Pramodh, Hewer, Hayley, Hewertson, John, Hewetson, Anna, Hewins, Sue, Hewitson, Jacqueline, Hewitt, Claire, Hewitt, Davina, Hewitt, Richard, Heyderman, Robert, Heydon, Nicolette, Heydtmann, Mathis, Heys, Joseph, Heywood, Jonathan, Heywood-Beldon, Gareth, Hibbert, Meg, Hickey, John, Hickey, Naomi, Hickey, Peter, Hicks, Alex, Hicks, Jenny, Hicks, Rosie, Hicks, Scott Rory, Higbee, Daniel, Higgins, Lucy, Higham, Andrew, Highcock, Martin, Highgate, Judith, Hikmat, Mondy, Hill, Alison, Hill, Amanda, Hill, Helen, Hill, Joanne, Hill, Lisa, Hill, Martin, Hill, Phoebe, Hill, Uta, Hilldrith, Annette, Hillerby, Elizabeth, Hillman-Cooper, Catherine, Hilton, Elisabeth, Hilton, Zoe, Hinch, Sarah, Hinde, Marcus, Hindle, Andrew, Hindmarsh, Alice, Hine, Paul, Hinshaw, Kim, Hird, Clare, Hirst, Alison, Hives, Jemma, Ho, Benson, Hoare, Michaela, Hobden, David, Hobden, Gill, Hobrok, Maria, Hobson, Simon, Hodge, Renate, Hodge, Simon, Hodgen, Lesley, Hodgkins, Holly, Hodgkinson, Louise, Hodgkinson, Sally, Hodgson, David, Hodgson, Helen, Hodgson, Luke, Hodgson, Sheila, Hodkinson, Gemma, Hodson, Kenneth, Hogben, Matthew, Hogg, Lucy, Hoggett, Lee, Holborow, Abigail, Holbrook, Catherine, Holden, Catherine, Holden, Melinda, Holder, Thomas, Holdhof, Niels, Holdsworth, Hannah, Holland, Lisa, Holland, Maureen, Holland, Nicky, Hollands, Marie, Holliday, Elizabeth, Holling, Nina, Hollis, Gillian, Hollos, Laszlo, Holloway, Linda, Holloway, Simon, Hollyer, Marcus, Holman, Amy, Holmes, Ann, Holmes, Benjamin, Holmes, Megan, Holmes, Raphael, Holmes, Rebecca, Holroyd, Kelly, Holt, Caroline, Holt, Lyndsey, Holt, Siobhan, Holt, Susie, Holyome, Alexandra, Home, Marie, Home, Toni, Homewood, Renate, Hong, Kate, Hontoria del Hoyo, Laura, Hooper, Clare, Hoosdally, Sarah, Hope, Samantha, Hope, Susan, Hopkins, Bridget, Horby, Peter W, Horler, Stephanie, Hormis, Anil, Hornan, Daniel, Hornby, Nicola, Horne, Zoey, Horsford, Latoya, Horsford, Megan, Horsford, Mark, Horsham, Valana, Horsley, Alexander, Horsley, Ashley, Horsley, Elizabeth, Horton, Sarah, Horton-Turner, Nicola, Hosea, Jane, Hoskins, Toby, Hossain, Muhammad S, Hossain, Rashed, Hostler, Leanne, Hough, Maxine, Hough, Sarah, Houghton, Brittany, Houghton, Catherine, Houghton, Iain, Houghton, Kathryn, Houlihan, Rebecca, Houston, Angela, Houston, Hamish, Hove, Tawedzegwa, Hovvels, Roseanna, How, Lee, Howaniec, Laura, Howard, Laura, Howard, Linda, Howard, Lucy, Howard, Sarah, Howard, Stuart, Howard-Griffin, Richard, Howarth, Alison, Howarth, Diane, Howe, Serena, Howells, Mark, Howie, Lyn, Howlett, Kerry, Howlett, Sophie, Hoyle, Joanne, Hrycaiczuk, Josh, Htoon, Naing Zaya, Htwe, Su, Hu, Ying, Huah, Chiang Ooi Huah, Huckle, Abby, Huda, Shahzya, Hudak, Alison, Hudig, Lisa, Hudson, Alex, Hudson, Cara, Hudson, Heather, Hudson, Peter, Hudson, Oli, Hufton, Alison, Huggins, Connor, Hughes, Alistair, Hughes, Eithne, Hughes, Emma, Hughes, Gareth, Hughes, Heather, Hughes, Luke, Hughes, Rachel, Hughes, Rebecca, Hughes, Samantha, Hughes, Stephen, Hughes, Vikki, Hughes, Wesley, Huhn, Lukas, Hui, Ching, Hulbert, Ruth, Hull, Diana, Hull, Grace, Hull, Robert, Hulme, Amanda, Hulme, Peter, Hulse, Wendy, Hulston, George, Hum, Ryan, Humber, Laura, Hume, Megan, Humphrey, Charlotte, Humphreys, Ismay, Humphries, Alasdair, Humphries, Joanne, Hunold, Lena, Hunt, Fiona, Hunt, Kristen, Hunt, Luke, Hunt, Sophie, Hunter, Al, Hunter, Alexandra, Hunter, Isobel, Hunter, Karl, Hunter, Neil, Huntington, George, Hurditch, Elizabeth, Hurley, Cian, Hurley, Katrina, Husain, Mohammed A, Husaini, Syeda Yusra, Huson, Coralie, Hussain, Afreen, Hussain, Ibraar, Hussain, Ifza, Hussain, Mohammad, Hussain, Muhammad, Hussain, Reda, Hussain, Sajid, Hussain, Samia, Hussain, Sanniah, Hussain, Wasim, Hussain, Yasmin, Hussam El-Din, Mohammed, Hussein, Raheem, Hussey, Rebecca, Hutchinson, Camille, Hutchinson, Dorothy, Hutchinson, Elizabeth, Hutchinson, John, Hutsby, Claire, Hutton, Paula, Hydes, Daniella, Hyde-Wyatt, Jamie, Hynes, Niamh, Hyslop, Megan, Ibraheim, Mazen, Ibrahim, Abdalla, Ibrahim, Ahmed, Ibrahim, Asil, Ibrahim, Mohamed, Ibrahim, Monzeer, Ibrahim, Wadah, Idowu, Adetokunbo I, Idrees, Muhammad, Iftikhar, Hina, Iftikhar, Mawara, Igwe, Chukwuemeka, Ijaz, Mohammad, Ikomi, Amaju, Iles, Clare, Iliodromiti, Stamatina, Ilsley, Mary, Ilves, Lorna, Imam-Gutierrez, La'ali, Imray, Christopher, Imtiaz, Alison, Imtiaz, Haider, Ingall, Claire, Ingham, Jack, Ingham, Julie, Ingham, Rory, Ingle, Tejas, Inglis, Jennifer, Ingram, Anne, Ingram, Luke, Inns, Peter, Inweregbu, Ken, Ionescu, Andreea A, Ionita, Ana, Iordanov, Ilian P, Ipe, Anil, Iqbal, Adil, Iqbal, Madiha, Iqbal, Mohammed, Iqbal Sait, Faisal, Ireland, Jane, Irons, Robert, Irshad, Mohannad, Irshad, Muhammad S, Irvine, Janice, Irvine, Val, Irving, Pamela, Irving, Robert, Ishak, Mina, Isherwood, Erica, Islam, Aminul, Islim, Abdurrahman, Ismail, Ali, Ismail, Omar, Ison, Caroline, Israa, M'hamedi, Isralls, Sharon, Issa, Ali, Ivan, Monica, Ivel, Catrina, Ivenso, Chineze, Ivy, Ashleigh, Iwanikiw, Sophie, Ixer, Karen, Iyer, Menaka, Iyer, Mia, Jack, Calum, Jackson, Amanda, Jackson, Anthony, Jackson, Ben, Jackson, Beth, Jackson, Douglas, Jackson, Ella, Jackson, Hayley, Jackson, Helen, Jackson, Jane, Jackson, Julie, Jackson, Karin, Jackson, Lauren, Jackson, Melanie, Jackson, Nicola, Jackson, Shane, Jackson, Sharon, Jacob, Nikita, Jacob, Patricia, Jacob, Reni, Jacques, Nicola, Jacques-Brown, Terri-Lisa, Jafar, Anisa, Jafferji, Daniel, Jaffery, Ali, Jagadish, Chandrashekar, Jagannathan, Vijay, Jaggard, Sam, Jagpal, Mandeep, Jaime, Fernandez R, Jain, Neemisha, Jain, Seema, Jain, Susan, Jaiswal, Sanjay, Jajbhay, Danyal, Jaki, Thomas, Jallow, Bintou, Jaly, Yusuf, Jamal, Sabine, Jamal, Zeba, Jameel, Yasmin, James, Albie, James, Christie, James, Kate, James, Lee, James, Linda, James, Mark, James, Nicholas, James, Olivia, James, Rebecca, James, Ruth, James, Tracy, Jameson, Jack, Jamison, Aaron, Jane, Phoebe, Janmohamed, Azara, Jansz, Sabrina, Japp, Deepa, Jappy, Lorraine, Jardim, Victor, Jardine, Catherine, Jarnell, Emma, Jarvie, Ellie, Jarvis, Ann, Jarvis, Claire, Jarvis, Lisa, Jarvis, Rosina, Jastrzebska, Patrycja, Javed, Hafsa, Jawad, Mays, Jawaheer, Lona, Jawaid, Kauky, Jayachandran, Anu, Jayachandran, Dinakaran, Jayakumar, Angelina, Jayaram, Deepak, Jayaram, Ravi, Jayasekera, Geeshath, Jayatilleke, Thilina, Jayebalan, Abi, Jeddi, Saman, Jeebun, Vandana, Jeelani, Mohammad S, Jeewa, Zeynab, Jefferson, Emma, Jeffery, Katie, Jeffrey, Helen, Jeffrey, Jenni, Jeffrey, Rachel, Jeffrey, Sue, Jeffreys, Nathan, Jeffs, Benjamin, Jegede, Debbie, Jemima, Taylor, Jenkin, Ifan, Jenkins, Alison, Jenkins, Christopher, Jenkins, David, Jenkins, Elinor, Jenkins, Sarah, Jenkins, Sian, Jenkins, Stephen, Jennings, Jacqui, Jennings, Louise, Jennings, Rebecca, Jennings, Virginia, Jerome, Ellen, Jerry, Douglas, Jessup-Dunton, Ellen, Jesus Silva, Jorge Antonio, Jetha, Champa, Jethwa, Kishan, Jeyachandran, Jeby, Jeyakumar, Visuvanathan, Jeyapalan, Dharshana, Jhanji, Shaman, Jian, Khoo, Jiao, Zhixin, Jimenez, Laura, Jimenez Gil, Ana, Jith, Jithin, Joefield, Teishel, Johal, Navraj, Johannessen, Karine, Johari, Aisyah, John, Annie, John, Anu, John, Navin, John, Sarah, Johns, Emma, Johns, Margaret, Johnson, Anne-Marie, Johnson, Antoinette, Johnson, David, Johnson, Emma, Johnson, Gillian, Johnson, Kathryn, Johnson, Katie, Johnson, Luke, Johnson, Mark, Johnson, Nelsonseelan, Johnson, Oliver, Johnson, Rachel, Johnson, Tracy, Johnson, Zoe, Johnston, Claire, Johnston, Janet, Johnston, Laura, Johnston, Susan, Johnston, Victoria, Johnstone, Dawn, Johnstone, Ed, Johnstone, Janet, Joishy, Manohar, Jones, Adam, Jones, Alistair, Jones, Annabel, Jones, Ben, Jones, Bryony, Jones, Carys, Jones, Ceri, Jones, Charlotte, Jones, Christine E, Jones, Debra, Jones, Emily, Jones, Gareth, Jones, Geraldine, Jones, Hazel, Jones, Jac, Jones, James, Jones, Jamie, Jones, Jessica, Jones, Jonathon, Jones, Julie, Jones, Karen, Jones, Kate E, Jones, Kevin, Jones, Laura, Jones, Laura M, Jones, Lorna, Jones, Louise, Jones, Mathew, Jones, Nicola, Jones, Paul, Jones, Rhianna, Jones, Ruth E, Jones, Samantha, Jones, Sophie, Jones, Stefanie, Jones, Steve, Jones, Taya, Jones, Tim, Jones, Tracey, Jonnalagadda, Ramya, Jordache, Rebecca, Jose, Annette, Jose, Sanal, Joseph, Anna, Joseph, Joseph, Joseph, Rosane, Joseph, Sibet, Joshi, Dhaara, Joshi, Mehul, Joshi, Pratichi, Joshi, Revati, Josiah, Benz, Joyce, Tiffany, Ju Wen Kwek, Adriel, Jude, Edward, Judge, Parminder, Juhl, Jessica, Jujjavarapu, Sirisha, Juniper, Mark, Juszczak, Edmund, Jyothish, Deepthi, Kabiru Dawa, Kasamu, Kacar, Mark, Kacinova, Katarina, Kadam, Nikhil, Kahari, Rebecca, Kakoullis, Gail, Kala Bhushan, Azad, Kalayi, Richard JK, Kaliannan Periyasami, Roobala, Kallistrou, Efthymia, Kalsoom, Seika, Kam, Elisa, Kamara, John, Kamara, Mohamed, Kamath, Ajay, Kamath, Prakash, Kamath, Ravindra, Kamerkar, Siddharth Arun, Kametas, Nick, Kamfose, Musaiwale, Kandaswamy, Arul, Kane, Leia, Kankam, Osei, Kannan, Thogulava, Kant, Abhinav, Kapil, Vikas, Kapoor, Ritoo, Kapoor, Sonal, Kar, Sourjya, Kara, Janaka, Kara, Vasita, Karakantza, Marina, Kark, Rona, Karunaratne, Nicholas, Kasianczuk, Natashja, Kasipandian, Vidya, Kassam, Rizwan, Kathirgamachelvam, Janarth, Katsande, Victoria, Kaul, Kulbinder, Kaur, Daljit, Kaur, Dervinder, Kaur, Jasmin, Kaur, Jaspreet, Kaur, Satvinder, Kausar, Zunaira, Kawser, Mohammad AA, Kay, Andrea, Kay, Sarah, Kayappurathu, Jossy N, Kaye, Callum, Kazeem, Ahemd, Kazi, Naved, Kaznica, Sharon, Kearley, Samantha, Kearns, Rachel, Kearsley, Nichola, Keating, Joanne, Keating, John, Keating, Liza, Keddie-Gray, Elizabeth, Keen, Katie, Keenan, Natalie, Kefas, Jonathan, Kegg, Stephen, Keith, Laura, Keke, Uzoamaka, Kelani, Tosin, Kellett, Joanne, Kellington, Jeremy, Kelly, Alison, Kelly, Conor, Kelly, David, Kelly, Diane, Kelly, Dominic, Kelly, Emma, Kelly, Laura, Kelly, Martin, Kelly, Michael, Kelly, Rosalind, Kelly, Sinead, Kelly, Stephen, Kelly, Thomas, Kelly-Baxter, Mary, Keltos, Marketa, Kemp, Timothy, Kemsley, Kelly, Kendall-Smith, Alexandra, Kennard, Sarah, Kennedy, Ann, Kennedy, Caroline, Kennedy, James, Kennedy-Hay, Sophie, Kenny, Julia, Kent, Kelly, Kent, Melanie, Keogan, Lynne, Keough, Alexander, Kerlin, Clement, Kerr, A, Kerr, Andrew, Kerr, Maria, Kerrison, Caroline, Kerry, Anthony, Kershaw, Samantha, Kerslake, Helen, Kerslake, Ian, Kerss, Helen, Keshet-Price, Jocelyn, Kevern, Margaret, Keyte, Georgina, Khadar, Abdul, Khalid, Ali, Khalid, Muhammad U, Khalid, Syed, Khalil, Amir, Khalil, Asma, Khalil, Sijjad, Khan, Abubakar, Khan, Ali, Khan, Al-Imran, Khan, Arham, Khan, Asad, Khan, Aurangzeb, Khan, Burhan, Khan, Camran, Khan, Fatimah, Khan, Kausik, Khan, Malik Aamaz, Khan, Marria, Khan, Mehrunnisha, Khan, Mohammad, Khan, Mohammed, Khan, Nayeem, Khan, Omar, Khan, Rahe, Khan, Rahila, Khan, Sabiya, Khan, Shabana, Khan, Shahul, Khan, Shoaib, Khan, Tasaduksultan, Khan, Waseem, Khatana, Usman F, Khatri, Jibran, Khatri, Jyoti, Khatun, Hafiza, Khatun, Taslima, Kheia, Mena, Khera, Jacyntha, Khin, Htet Ei, Khoja, Najaf, Khokhar, Kiran, Khorsandi, Jayne, Khurana, Chloe, Kibutu, Faith, Kidd, Andrew, Kidd, Michelle, Kidney, Joe, Kidney, Shane, Kieffer, Will, Kilbane, James, Kilby, Caroline, Killen, Eileen, Kilroy, Susan, Kim, Bomee, Kim, Jee Whang, Kimber, Sarah, King, Andy, King, Barbara, King, Jennifer, King, Kirsten, King, Rachel, King, Sarah, King, Tony, King, Victoria, King-Oakley, Emily, Kingsmore, Laura, King-Venables, Andy, Kinney, Fiona, Kiran, Sidra, Kirk, Jeremy, Kirk, Jodie, Kirkbride, Daniel, Kirkby, Amy, Kirker, Ian, Kirkham, Emily, Kirkman, Gemma, Kirwan, Ursula, Kislingbury, Kelly, Kitching, Toby, Kitto, Laura, Kittridge, Lauren, Klaczek, Sarah, Kleemann, Frieder, Kmachia, Susan, Knapp, Chris, Knibbs, Lucy, Knight, Alicia, Knight, Fraser, Knight, Marian, Knight, Sarah, Knight, Steven, Knight, Tom, Knights, Ellen, Knights, Jane, Knights, Toby, Knolle, Martin, Knott, Carol, Knowles, Charlotte, Knowles, Karen, Knowles, Laurence, Knox, Emily, Knox, Lucy, Koch, Oliver, Kodituwakku, Ronan, Koduri, Gouri, Koirata, Aisha, Kolakaluri, Eirene, Kolodziej, Magdalena, Kolokouri, Eirini, Kolsteren, Keith, Kon, Samantha, Konar, Niladri, Kononen, Mari, Konstantinidis, Athanasios, Koo, Hui Fen, Koopmans, Imogen, Kopyj, Emmanuela, Korcierz, Laura, Korolewicz, James, Koshy, George, Kosmidis, Chris, Kotecha, Jalpa, Kothandaraman, Easwari, Koukouflis, Leonidas, Kouranloo, Koushan, Kousar'c, Rukhsana, Kousteni, Margarita, Kovac, Maja, Kozak Eskenazia, Alex, Krasauskas, Kestutis, Krishnamurthy, Raghu, Krishnamurthy, Vinodh, Krishnan, Manju, Krishnan, Hari, Krizak, Suzanne, Krupej, Sean, Kubisz-Pudelko, Agnieszka, Kudsk-Iversen, Soren, Kudzinskas, Aurimas, Kukadiya, Chirag, Kulkarni, Nainesha, Kumar, Aditi, Kumar, Mayur, Kumar, Ramesh, Kumar, Ravi, Kumar, Rita, Kumar, Rupa, Kumar, Satish, Kumar, Vimal, Kundu, Arun, Kunst, Heinke, Kurani, Amit, Kurdy, Mohammed, Kurian, Rincy, Kurmars, Vimal, Kuronen-Stewart, Cameron, Kusangaya, Ranganai S, Kushakovsky, Vlad, Kuunal, Mandy, Kuverji, Apexa, Kyei-Mensah, Amma, Kyere-Diabour, Thyra, Kyi, Moe, Kyi, Nyan M, Kyle, Laura, Kyriaki, Karali-Tsilimpari, Labao, Julius, Lacey, Louise, Lack, Nikki, Ladlow, Emma, Lafferty, Heather, Laha, Shondipon, Lahane, Sushil, Lai, Clement, Lai, James, Laing, Emma, Laing, Robert, Laing-Faiers, Inez, Laity, Emily, Lake, Michelle, Lakeman, Nicki, Lalloo, David, Lalloo, Fiona, Lam, Alison, Lamb, Fiona, Lamb, Lucy, Lamb, Thomas, Lambe, Nick, Lambert, Pauline, Lameirinhas, Claudia, Lami, Mohammed KG, Lamikanra, Abigail, Lamont, Holly, Lamparski, Michal, Lamrani, Djillali, Lanaghan, Christine, Lanaway, Rebecca, Lancona-Malcolm, Ivone, Lancut, Julia, Landers, Geraldine, Landray, Martin J, Lane, Matthew, Lane, Nicholas, Lang, Alidih, Lang, Stephen, Langer, Daniel, Langley, Margaret, Langoya, Charles, Langthorne, Emily, Large, Taiya, Lason, Wojciech, Last, Anna, Latham, Scott, Latham-Mollart, John, Latheef, Afzal, Latimer, Darren, Latt, Nang, Lattimore, Carly-Jane, Lau, Dawn, Lau, Eva, Laurenson, Myra, Law, Hou, Law, Jennifer, Law, Jessica, Law, Penny, Law, Richard, Lawler, Colin, Lawley, Mark, Lawrence, Emma, Lawrence, Jo, Lawrence, Neil, Lawrie, Ryan, Lawson, Jemima, Lawson, Joanne, Lawson, Louise, Lawton, Rebecca, Lay, Michael, Laycock, Christine, Layug, Reina, Lazo, Maria, Le, Vietland, Lea, Amelia, Lea, William, Leadbitter, Ian, Leahy, Thomas, Lean, Richard, Leandro, Lorna, Leaning, Darren, Leason, Sandra, Leaver, Christina, Ledingham, Marie Anne, Lee, Emma, Lee, Hannah, Lee, Irish, Lee, Judith, Lee, Sam, Lee, Shi Han, Lee, Simon, Lee, Sindy, Lee, Stephanie, Lee, Tracey, Lee, Xiang, Lees, Diana, Lees, Jennifer, Legge, Helen, Leggett, Julian, Leigh-Ellis, Katie, Leighton, Kevan, Leitch, Nicky, Lekoudis, Eleni, Lemessy, Petula, Lemoine, Nicholas, Lemos, Joana, Lenchuk, Irina, Leng, Katy, Lennon, Katrina, Lennon, Liz, Lentell, Isabel, Leonard, Kelly, Leong, Wen, Leopold, Nicky, Lepiarczyk, Oskar, Leslie, Isla, Lester, Eleni, Leung, Joe, Leuschner, Ullrich, Levell, Emma, Levett, Chris, Lewin, Alice, Lewin, Michaela, Lewis, Alison, Lewis, David, Lewis, Dee, Lewis, Georgina, Lewis, Gillian, Lewis, Joanne, Lewis, Joseph, Lewis, Kathryn, Lewis, Keir, Lewis, Leon, Lewis, Lisa, Lewis, Marissa, Lewis, Rob, Lewis, Robert, Lewis-Clarke, Catherine, Lewis-Prosser, Lorraine, Lewiston, Katherine, Lewszuk, Adam, Lewthwaite, Penny, Ley, Samantha, Li, Anna, Li, Jenny, Liao, Angela, Licence, Victoria, Lieberman, David, Liebeschuetz, Susan, Lightfoot, Nicky, Lillie, Patrick, Lim, Ben, Lim, Carys, Lim, Ee Thong, Lim, Ivy, Lim, Terence, Lim, Wei Shen, Lim, Wilson, Limb, James, Limbu, Usha, Linares, Christian, Linden, Dermot, Lindergard, Gabriella, Lindley, Kate, Lindsay, Charlotte, Lindsay, Emily, Lindsay, Max, Lindsay-Clarke, Helen, Ling, Mirella, Lingam, Claire, Linkson, Linette, Linney, Mike, Linsell, Louise, Lippold, Conrad, Lipscomb, George, Lipscomb, Karen, Lipskis, Laura, Lisboa, Ana, Lister, Evangeline, Little, Charlotte, Little, Jeff, Little, Sam, Liu, Xuedi, Liversidge, Alexandra, Livingstone, Jill, Llanera, Daniel K, Llewellyn, Rhiannon, Llewelyn, Martin, Lloyd, Adam, Lloyd, Aimee, Lloyd, Arwel, Lloyd, Oliver, Lloyd, Richard, Lo, Su, Loader, David, Lobato, Cristina, Lobo-Clarke, Maria, Lock, Lydianne, Lock, Sara, Lock, Stephen, Locke, Angela, Locke, Jacqueline, Locke, Thomas, Lockett, Teresa, Lockyer, Sandy, Lodge, Jeorghino, Lodge, Terrence, Lofthouse, Martina, Lofting, Tracey, Loftus, Heather, Logan, Meg, Logue, Chloe, Loh, Sook Yin, Lokanathan, Siddharth, Lomme, Kaatje, London, Emily, Long, Gabriella, Long, Natalie, Longhurst, Bev, Longshaw, Mark, Lonnen, Jennifer, Lonsdale, Caroline, Looby, Laura, Loosley, Ronda, Lopez, Paola, Lopez, Paula, Lord, Robert, Lord, Stuart, Lordache, Laura, Loregnard, Kieron, Lorenzen, Catherine, Lorimer, Claire, Loro, Francesco, Lorusso, Rachel, Loutraris, Eva, Loveless, Robert, Lovell, Maxine, Loverdou, Angeliki, Lovett, Huw, Loveys, Daniel, Low, Andrew, Low, Jen Mae, Lowe, Alastair, Lowe, Caroline, Lowe, Catherine, Lowe, Emily, Lowe, Faye, Lowe, Michael, Lowrey, Linda, Lowsby, Richard, Lowthorpe, Vicki, Loxley, Emma, Lubimbi, Gamu, Lubina Solomon, Alexandra, Lucas, Georgia, Lucas, Jacob, Lucey, Alice, Lucey, Olivia, Luck, Suzanne, Luke, H, Luke, Jane, Lund, Hayley, Lunia, Apurva, Lunn, Muriel, Luo, Ji, Lussier, Julia, Luximon, Cindy Nisha, Ly, Elisa, Lyell, Barrie, Lyka, Elisavet, Lymn, Sarah, Lynas, Audrey, Lynch, Ceri, Lynch, Daniel, Lynch, Daniella, Lynch, Stephen, Lyon, Helen, Maamari, Rea-Grace, Mabb, Hannah, Mabelin, Louies, Macaro, Jessica, Macauley, Angela, Macconaill, Kateryna, Macdonald, Chloe, MacDonald, Stuart, MacDonald, Tania, Macfadyen, Claire, Macfarlane, James G, Macfarlane, Jill, Macfarlane, Laura, MacGuigan, Cara, MacInnes, Lisa, MacIntyre, Iain, MacIntyre, Jill, Mack, Kirsten, Mackay, Callum, Mackay, Euan, Mackay, Laura, Mackenzie, Alexander, Mackenzie, Matt, MacKenzie Ross, Robert, Mackey, Ami, Mackey, Patricia, Mackie, Fiona, Mackie, Robert, Mackinlay, Carolyn, Mackintosh, Claire, Mackintosh, Katherine, MacLennan, Sheila, MacLeod, Mary Joan, Macmahon, Michael, MacNair, Andrew, Macphee, Catherine, Macpherson, Iain, Macrae, Catriona, MacRaild, Allan, MacVean, Eilidh, Madden, Alannah, Madden, Mary, Madeja, Norman, Madgwick, Karen, Madhivathanan, Pradeep, Madhusudhana, Madhavi, Madiyiko, Harriet, Madu, Alpha, Madziva, Lorraine, Mafham, Marion, Magee, Nick, Magezi, Frederick, Maggs, Tim, Maghsoodi, Negar, Magier, Christopher, Magriplis, Marios, Maguire, Kathryn, Mahabir, Natasha, Mahadevan-Bava, Subramanian, Maharajh, Anjanie, Mahaveer, Ajit, Mahay, Bal, Mahay, Kanta, Mahdi, Hibo, Mahendiran, Thushika, Mahendran, Siva, Maher, Sarah, Maheswaran, Anistta, Maheswaran, Shameera, Maheswaran, Tina, Mahjoob-Afag, Parisa, Mahmood, Ahmed, Mahmood, Farhana, Mahmood, Waheed, Mahmood, Zahra, Mahmoud, Hager, Mahony, Ewan, Mair, Luke, Majekdunmi, Toluwani, Majid, Kesson, Major, Rupert, Majumdar, Jaydip, Majumder, Mohammad KH, Makin, Stephen, Malanca, Marius, Malcolm, Hannah, Malein, Flora, Malhan, Neeraj, Malik, Ayesha, Malik, Gulshan, Maljk, Mohammed, Mallett, Paul, Mallinder, Petrina, Mallison, Georgia, Mallon, Louise, Malone, Edward, Maloney, Gracie, Malundas, Edgar, Mamman, Madhu, Man, Irene, Man, Kathy, Mancinelli, Rossana, Mancuso-Marcello, Marco, Manders, Tracy, Manderson, Lauren, Mandeville, Justin, Manhas, Roope, Maniero, Carmen, Manikonda, Ravi, Mann, Bobby, Manning, Jonathan, Mannion, Lynne, Mansi, Katherine, Manso, Katarina, Mansour, Dina, Mapfunde, Isheunesu T, Mappa, Predeesh, Maraj, Hemant, Marange, Garikayi, March, Lisa, Marchand, Clare, Marcus, Neil, Marecka, Maria, Margabanthu, Gomathi, Margalef, Jordi, Margarit, Lavinia, Margaritopoulos, Georgios, Margarson, Mike, Maria del Rocio, Fernandez M, Maria Pfyl, Teresa, Mariano, Victor, Maria-Osborn, Helen, Maric, Ashleigh, Markham, Grace, Markham, John, Marks, Maria, Marks, Pamela, Marouzet, Elisabeth, Marriott, Arran, Marriott, Cheryl, Marriott, Nemonie, Marsden, Brian, Marsden, Karen, Marsden, Paul, Marsden, Sarah, Marsden, Tracy, Marsh, Robyn, Marshall, Adam, Marshall, Andrew, Marshall, Gail, Marshall, Henry, Marshall, Jaimie, Marshall, James, Marshall, Jenna, Marshall, Nicola, Marshall, Riley, Marshall, Jennifer, Marston, Samantha, Martin, Emmeline, Martin, Hayley, Martin, Hope, Martin, Jane, Martin, Karen, Martin, Kate, Martin, Laila, Martin, Michael, Martin, Noelia, Martin, Tim, Martin, Winston, Martin, Sarah, Martindale, Tim, Martineau, Marcus, Martinez, Alexander, Martinez, Lauren, Martinez Garrido, Jose Carlos, Martin-Lazaro, Juan, Martins, Olivia, Martins Ferreira, Lucas, Maruthamuthu, Vijay Kumar, Maryan, Gemma, Mary-Genetu, Roman, Maryosh, Sam, Masani, Vidan, Maseda, Diego, Mashate, Sheila, Mashhoudi, Yasaman, Mashta, Al, Masih, Izhaq, Masih, Sanna, Maskell, Nick, Maskell, Perry, Masoli, Matthew, Mason, Lynn, Mason, Rebecca, Mason, Richard, Mason, Ruth, Mason, Claire, Masood, Mohammad, Masood, Mohammad T, Masood, Syed, Masood, Syed SME, Masud, Aaqib, Matapure, Lear, Matei, Cristina, Matewe, Ropafadzo, Matharu, Manraj, Mathen, Stephy, Mather, Alex, Mather, Nicole, Mathers, Jonathan, Matheson, Joanna, Mathew, Amal, Mathew, Anna, Mathew, Moncy, Mathew, Verghese, Mathews, Caroline, Mathews, Jesha, Mathias, Kate, Mathie, Marion, Matila, Darwin, Matimba-Mupaya, Wadzanai, Matin, Nashaba, Matisa, Elina, Matonhodze, Max, Matovu, Elijah, Mattappillil, Jaysankar, Matthews, Alison J, Matthews, Heather, Matthews, Helen, Matthews, Sue, Matthias, Gwynn, Maxton, Fiona, Maxwell, Adam, Maxwell, Gemma, Maxwell, Veronica, May, James, May, Joanne, May, Oliver, May, Philippa, Mayanagao, Irving, Maycock, Matthew, Mayers, Graham, Maynard, Lee, Mayor, Shelley, Mazen, Ibreaheim, Mazzella, Andrea, Mburu, Nyambura, Mbwembwe, Mercy, McAdam, Martyn, McAleese, Eleanor, McAleese, Helinor, McAlinden, Paul, McAlpine, Audrey, McAlpine, Graeme, McAndrew, Jonathan, McAuley, Hamish, McAuliffe, Sarah, McBrearty, Claire, McBride, Carole, McBride, Erin, McBuigan, Michael, McBurney, James, McCabe, Laura, McCairn, Amanda, McCalmont, Martina, McCammon, Jake, McCammon, Nicole, McCann, Conor, McCarrick, Alexandra, McCarron, Brendan, McCarthy, Eoghan, McCarthy, Michelle, McCarthy, Natalie, McCaughey, Sinead, McChlery, Gareth, McClay, Tara, McClelland, Beverley, McClintock, Declan, McCormack, Patricia, McCormick, Jacqueline, McCormick, Wendy, McCourt, Paul, McCrae, Jame, McCready, Sharon, McCreath, Allison, McCreath, Gordan, McCreedy, Helen, McCreery, Louise, McCullagh, Iain J, McCullagh, Josephine, McCullagh, Liz, McCullagh, Megan, McCullough, Conor, McCullough, Katherine, McCullough, Nicola, McCullough, Sarah, McCurrach, Fiona, McDermott, Rory, McDevitt, Katharine, McDill, Helen, McDonald, Basil, McDonald, Claire, McDonald, Debbie, McDonald, Rob, McDonald, Sam, McDonald, Damhnaic, McDougall, Rowan, McEleavy, Irene, McEnerney, Julie, McEntee, Julie, McEvoy, Evanna, McEwen, Ruth, McFadden, Margaret, McFarland, Denise, McFarland, Margaret, McFarland, Rachel, McGarry, Erin, McGarvey, Lorcan, McGarvey, Margaret, McGettigan, Clodagh, McGettrick, Michael, McGhee, Christopher, McGill, Fiona, McGinnity, Sarah, McGivern, Hannah, McGlinchey, Neil, McGlone, Phil, McGlynn, Deborah, McGoldrick, Claire, McGoldrick, Clare, McGough, Elizabeth, McGovern, Margaret, McGrath, Brendan, McGregor, Amanda, McGregor, Annemarie, McGuinness, Cathryn, McGuinness, Heather, McGuire, Sean, McHugh, Tara, McInnes, Caroline, McInnes, Neil, McIntyre, Karen, McIntyre, Mhairi, McKay, Carolyn, McKay, Lorna, McKeag, Conor P, McKee, Madeleine, McKeever, Joseph, McKenna, Shirley, McKeogh, Donogh, Mckeown, Denise, McKerr, Caroline, McKie, Anthony M, Mckie, Claire, Mckie, Laura, McKnight, Gerard, McLachlan, Heather, McLaren, Andrew, McLaren, Barbara, McLarty, Nicola, McLaughlin, Maria, McLay, James, McLeish, Mary, McLennan, Tina, McLintock, Lorna, McLure, Stewart, McMahon, Amanda, McMahon, Anne Marie, McMahon, Genevieve, McMahon, Joanne, McMahon, Mike, McMahon, Stephen, McManus, Terence, McMaster, Moyra, McMaster, Paddy, McMeekin, Samuel, McMillan, Nicola, McMinn, Jason, McMorrow, Liam, McNally, Helen, McNamara, Darren, Mcnamara, Helen, McNaughton, Deborah, McNeela, Fiona, McNeil, Lynne, McNeill, Claire, McNeill, Shea, McNelis, Una, McNicholl, Mary P, McNulty, Melanie, McNulty, Roisin, McParland, Christopher, McPhail, Mark, McQueen, Alison, McSkeane, Anna, McSorland, Denise, McTaggart, Gini, McTaggart, Jacqueline, McWilliam, Sam, Mead, Joanna, Mead, Karen, Meadows, Emma, Meakin, Olivia, Mearns, Ben, Mearns, Claire, Mears, Kim, Mears, William, Meda, Manjula, Mediana, Ayren, Medine, Ross, Medveczky, Thomas, Meehan, Sharon, Meek, Matthew, Meeks, Emily, Meess, Anke, Megan, Abbi, Meghani, Nevan, Meghjee, Salim, Mehew, Jenny, Mehra, Rohan, Meier, Jana, Meiring, James, Mejri, Rayane, Melander, Sabina, Melinte, Adriana-Stefania, Mellin, Stephanie, Mellor, Francesca, Mellor, Phil, Mellor, Samantha, Mellor, Zoe, Mellows, Katrina, Melnic, Vladimir, Melville, Alice, Melville, Julie, Membrey, Helen, Mencias, Mark, Mendonca, Cheryl, Mentzer, Alexander, Menzies, Dan, Mepham, Sue, Mercer, Oliver, Mercer, Pauline, Merchant, Arwa, Merchant, Fatema, Mercioniu, Mihaela, Meredith, Megan, Merida Morillas, Marta, Merrick, Blair, Merritt, Jack, Merritt, Simon, Merwaha, Ekta, Message, Simon, Metcalf-Cuenca, Gabriel, Metcalfe, Benjamin, Metcalfe, Kneale, Metherell, Stella, Methven, Greg, Metryka, Alexsandra, Mew, Louise, Meyrick, Simon, Mguni, Nhlanhla, Miah, Atiqa, Miah, Jagrul, Miah, Nahima, Mic, Gabriela, Micallef, Dariush, Michael, Alice, Michael, Angiy, Michael, Shery, Michael, Vincent, Michalak, Natalia, Michalca-Mason, Loredana, Michelson, Claire, Middle, Janet, Middleton, Hayley, Middleton, Jennifer T, Middleton, Maeve, Middleton, Sophie, Mieres, Shelley, Miflin, Gail, Mihalca-Mason, Loredana, Mikolasch, Theresia, Milgate, Sarah, Millar, Colin, Millar, Ian, Millar, Jonathan, Miller, David, Miller, Johnathan, Miller, Lucy, Miller, Rachel, Miller-Biot, Naomi, Miller-Fik, Alex, Millett, Louise, Milligan, Hazel, Milligan, Iain, Milliken, Caitlin, Millington, Katherine, Millington, Samuel, Milloy, Melanie, Mills, Helen, Mills, Janet, Mills, Steve, Millward, Helen, Miln, Rebecca, Milne, Alice, Milne, Charlotte, Milne, Louise, Milner, Joanne, Min, Zayar, Mindel, Samuel, Minhas, Arron, Minnis, Chrissie, Minnis, Paul, Minogue, Anne, Minton, Jane, Miranda, Frederico, Mires, Lucy, Mirza, Taimur, Misbahuddin, Anjum, Mishra, Aseem, Mishra, Biswa, Mishra, Eleanor, Mishra, Ritu, Misra, Sannidhya, Mistry, Deena, Mistry, Heena, Mistry, Nita, Mistry, Reena, Mital, Dushyant, Mitchard, Sarah, Mitchell, Alan, Mitchell, Ben, Mitchell, Piers, Mitchell, Susan, Mitchelmore, Philip, Mitra, Andrew, Mitra, Atideb, Mitra, Sandip, Mizzi, Clarisse, Mmadubuko, Gloria, Moakes, Emma, Moatt, Emma, Modgil, Gita, Mohamed, Abdelrahman, Mohamed, Arez, Mohamed, Osab, Mohammad, Waheed, Mohammed, Aliabdulla, Mohammed, Omer, Mohammed, Yaser NS, Mohamud, Bilal A, Mohan, Mahalakshmi, Moharram, Amr, Moir, Rachel, Mok, Jonathan, Moller-Christensen, Christine, Mollet, Mateus, Molloholli, Malid, Molloy, Aoife, Molloy, April, Molloy, Linda, Molyneux, Andrew, Momoniat, Tasnim, Monaghan, Holly, Monaghan, Josephine, Monaghan, Krista, Mongolu, Shiva, Monsell, Katelyn, Montasser, Mahmoud, Montgomery, Alan, Montgomery, Hugh, Moodley, Prebashan, Moody, Ian, Moody, Margaret, Moody, Nick, Moon, Angela, Moon, James, Moon, Ji-Hye, Moon, Maria, Moonan, May, Moondi, Parvez, Moore, Alex, Moore, Carly, Moore, Christopher, Moore, Davidjar, Moore, Faye, Moore, Gillian, Moore, Hannah, Moore, Judith, Moore, Laura, Moore, Sally, Moore, Sonia, Moore, Tracy, Moores, Rachel, Morab, Ed, Morales, Jose, Moramorell, Nuria, Moran, Louise, Moray, Grishma, Moreno-Cuesta, Jeronimo, Morgan, Adam, Morgan, Amy, Morgan, Christine, Morgan, Colin, Morgan, Jackie, Morgan, Lauren, Morgan, Leila, Morgan, Matthew, Morgan, Patrick, Morgan-Jones, Katie, Morgan-Smith, Emily, Morley, Anna, Morley, Thomas, Morley, Wendy, Morris, Anna, Morris, Damian, Morris, Fiona, Morris, Helen, Morris, Juliet, Morris, Katie, Morris, Laura, Morris, Lucy, Morris, Mary-Anne, Morris, Niall, Morris, Paul, Morris, Sheila, Morris, Susan, Morrison, Douglas, Morrison, Moira, Morrissey, Mary, Morrow, Anna, Morrrell, Chantal, Morselli, Franca, Mortem, Gordon, Morton, Chelsea, Morton, Gordon, Mortuza, Rosna, Morzaria, Priti, Moss, Alison, Moss, Charlotte, Moss, Rachel, Moss, Sarah, Moss, Stuart, Motherwell, Nicki, Mouland, Johanna, Moulds, Caroline, Moulton, Hilary, Mounsey, Lorraine, Mousley, Elizabeth, Moxham, Karen, Moya, Borja, Moyo, Quberkani, Mshengu, Eunice, Mtuwa, Sheila, Muazzam, Ali, Muazzam, Iqtedar A, Muchenje, Nykki, Mudawi, Dalia, Muddegowda, Girish, Mugal, Imran, Mughal, Ahsan, Muglu, Javaid, Muhammad, Javed, Muir, Alison, Muir, Carol, Muir, Martin, Mukherjee, Dipak, Mukhtar, Syed Asim Ali, Mukimbiri, Denise, Mukwa, Tshinupay, Mulgrew, Peter, Mulhearn, Ben, Mulla, Arafat, Mullan, Dee, Mullasseril Kutten, Dileepkumar, Mullen, Niall, Mullett, Rosemary, Mulligan, Sandra, Mullin, Barbara, Mullings, Joanne, Mumelj, Lana, Mumford, Andrew, Mumford, Sarah, Munavvar, Mohammed, Munby, Henry, Munro, Anne-Marie, Munt, Sheila, Munu, Nafissah, Mupudzi, McDonald, Murad, Arshid, Muraina, Oluwatosin H, Muralidhara, Koteshwara, Murdoch, Diane, Murdoch, Mhairi, Murira, Jennifer, Murphy, Alison, Murphy, Carl, Murphy, Emily, Murphy, Fidelma, Murphy, Gail, Murphy, Jo, Murphy, Peter, Murphy, Sheenagh, Murphy, Simon, Murray, Clare, Murray, David, Murray, Eleanor, Murray, Katie, Murray, Kenneth, Murray, Lisa, Murray, Lorna, Murray, Tracey, Murtagh, Eoin, Murthy, Mithun, Murton, Catherine, Murton, Rosie, Muru, Neeka, Musanhu, Rosemary, Mushabe, Maimuna, Mushtaq, Kaiser, Mushtaq, Omaisa, Mustafa, Ahmed M, Mustafa, Elhaytham, Mustafa, Mustafa, Mustapha, Ibrahim, Mustufvi, Zhain, Mutch, Callum, Mutema, Eric, Muthukrishnan, Balakumar, Mutton, Sheree, Muzengi, Natasha, Mwadeyi, Memory, Mwale, Bettina, Mwaura, Esther, Myagerimath, Raji, Myers, Alice, Myers, Sam, Myint, Khin Swe, Myint, Yadee, Myslivecek, Libor, Nabakka, Helen, Nadar, Evelyn, Nadeem, Iftikhar, Nadheem, Moosa, Naeem, Asma, Naeem, Hassan, Naeem, Salman, Nafees, Samraiz, Nafei, Mohamed, Naga, Parminder, Nagarajan, Thapas, Nagra, Imrun, Nagra, Deepak, Naguib, Mina, Naguleswaran, Kirushthiga, Nagumantry, K Shonit, Naicker, Kevin, Naidoo, Sarveshni, Naik, Gireesha, Naik, Rishi, Naik, Samir, Nair, Devu S, Nair, Rajiv, Nair, Tanushree, Naisbitt, Jay, Naismith, Kerry, Nallapareddy, Sri, Nallapeta, Soum, Nallasivan, Arumugan, Nanda, Uttam, Nandani, Aarti, Naqvi, Ali Raza, Naqvi, Asadullah, Naqvi, Sara, Narayan, Shruthi, Nasa, Sophia, Nash, Dominic, Nasheed, Nader, Nasimudeen, Abdul, Nasir, Umer, Nassari, Marwan, Nasser, Tahir, Natajaran, Anushka, Natarajan, Anuja, Natarajan, Geetha, Natarajan, Nalin, Natarajan, Nikhila, Natarajan, Rajkumar, Nathaniel, Noel, Nathvani, Mala, Nathwani, Priyan, Nava, George, Navaneetham, Neena, Navaratnam, Jeya, Navarra, Helen, Naveed, Sadaf, Navin, John, Nawaz, Khuteja, Nawaz, Sarfaraz, Nawaz, Shasta, Nayar, Bonilla, Naylor, Suzanne, Nayyar, Moez, Naz, Farrah, Naz, Mobeena, Nazarali, Salima, Nazari, Babak, Nazir, S, Nazir, Sehar, Ncomanzi, Dumisani, Ndefo, Onyine, Neal, Alan, Neary, Elaine, Negmeldin, Mostafa, Neill, Paula, Neils, Hector E, Nejad, Avideah, Nel, Louise, Nelson, Marie, Nelson, Richard, Nelson, Scott, Nemane, Rajesh, Nepal, Samiksha, Nethercott, Daniel, Netherton, Kimberley, Nettleton, Kimberley, Neville, Claire-Michelle, Nevin, Tracy, Newanji, Josephine, Newby, Alison, Newby, Angela, Newby, David, Newcombe, Tracy, Newman, Charlotte, Newman, Diana, Newman, Julie, Newman, Oscar, Newman, Richard, Newman, Tabitha, Newman, Thomas, Newport, Rachel, Newsam, Claire, Newson, Christopher, Newton, Maria, Ng, Anthony YKC, Ng, Ka Wing, Ng, Maxine, Ng, Sarah, Ng, Wee Jin, Ngan, Thomas, Ngui, Gabriel CE, Ngumo, Alice, Nic Fhogartaigh, Caoimhe, Nicholas, Nathalie, Nicholas, Philip, Nicholas, Rachel, Nicholas, Teresa, Nicholls, Donna, Nicholls, Lisa, Nicholson, Alice, Nicholson, Anne, Nicholson, Annette, Nicholson, Janet, Nickson, Ian, Nicol, Eileen, Nicol, Elizabeth, Nicol, Rebecca, Nicola, Pantelis, Nicoll, Antony, Nikolaos, Pantzaris, Nikonovich, Georgii, Nilsson, Annette, Nimako, Kofi, Nimako, Louise, Nimmo, Camus, Ninan, Preethy, Nirmalan, Mahesh, Nisar, Muhammad, Nisbett, Toby, Nisha James, Aksinya, Nishat, Sabaahat, Nishiyama, Tomoko, Nix, Sara, Nixon, Jennifer, Nixon, Maxine, Nizam Ud Din, Khwaja, Nizami, Maria, Nnadi, Josephine, Noba, Lyrics, Noble, Harriet, Noe, Hsu, Nolan, Jerry, Noor, Zahid, Noori, Zaid, Norgrave, Jamie, Norman, Louis, Norman, Rachel, Norris, Karen, Norris, Lillian, Nortcliffe, Sally Ann, North, Fiona, North, Julie, North, Thomas, Northcote, Julie, Northfield, John, Northover, Samantha, Nortje, Jurgens, Norton, Donna, Norton, Rowen, Notman, Holly, Nourein, Khalid, Novak, Timea, Noyce, Tony, Noyon, Alan, Nubi, Arlene, Nugdallah, Mohamed, Nugent, Anne Marie, Nugent, Justine, Nundlall, Kribashnie, Nunn, Kieran, Nunn, Michelle, Nunnick, Jane, Nupa, Yvonne, Nurgat, Zubeir, Nwankiti, Kelly, Nweje, Eugenia, Nyamugunduru, Godfrey, Nyirenda, Maggie, Nyland, Kerry, O Shea, Daire, O'Donnell, Ruth, O'Hara, Chloe, O'Reilly, Kevin, O'Rourke, William, Oakley, Caroline, Obale, Begho, Oboh, Clements, O'Brien, Andrew, O'Brien, Clare, O'Brien, Julie, O'Brien, Kirsty, O'Brien, Linda, O'Brien, Marese, O'Brien, Neale, O'Brien, Rachel, O'Brien, Sarah, O'Brien, Tracey, O'Bryan, Emma, Obukofe, Ross, O'Callaghan, Christopher, O'Connell, Lorcan, O'Connell, Maria, OConnor, Tadg, O'Connor, Chris, O'Connor, Grainne, Odam, Miranda, Oddie, Sam, Oddy, Sharon, O'Dea, Rosie, Odedina, Yejide, Odedra, Krishma, Odelberg, Sven W, Odell, Natasha, Oderinde, Omolola, Odone, Jessica, O'Donovan, Catherine, Odumeru, Dapo, O'Farrell, Stephen, Offord, Pamela, Ogbara, Tanwa, Ogilvie, Catherine, O'Gorman, Ciaran, Ogunkeye, Oluwatomilola, Ohia, Udeme, Ohja, Shinjali, Ojo, Ohiowele, O'Kane, Mark, Okeke, Tolu, OKell, Eleanor, Okines, Alicia, Okpala, Iheoma, Okpo, Ernest, Okubanjo, Maryanne, Okyne-Turkson, Ché, Olaiya, Raphael, Old, Tim, Oldham, Jane, Oleszkiewicz, Gregory, Oliveira, Marta, Oliver, Annie, Oliver, Catherine, Oliver, Jesse, Oliver, Martyn, Oliver, Zoe, Olokoto, Nurudeen O, Olonipile, Folusho, Olufuwa, Olumide, Olukoya, Olatomiwa, Oluwole-Ojo, Akinlolu, O'Malley, Laura, Omar, Maryam, Omar, Zohra, Omer, Nimca, Omojola, Abi, Omuco, Helen, O'Neill, Bronagh, O'Neill, Connaire, O'Neill, Lauran, Ong, Chon Sum, Onyeagor, Chidera, Ooi, Huah C, Oomatia, Amin, Opena, Maria, Oram, Richard, Orchard, Chloe, Ord, Christy, Ord, Jonathan, O'Reilly, Charlotte, Orekoya, Lola, O'Riordan, Devaki, O'Riordan, Sean, Orme, Amy, Orme, Hannah, Ormrod, Dave, Orr, Charlotte, Orr, Sarah, Orton, Christopher, Osadcow, Anna, Osagie, Rawlings, Osanlou, Rostam, Osborne, Lynn, Osborne, Nigel, Osborne, Rebecca, Osborne, Wendy, Osborne, William, Osbourne, Charles, Osei-Bobie, Jennifer, O'Shea, Mandy, Osman, Joseph, Osman, Wa'el, Osman, Bashir, Osoata, G, Ostermann, Marlies, O'Sullivan, Eoin, O'Sullivan, Susan, Otey, Noor, Otite, Otheroro K., O'Toole, Marie, Outten, Natalie, Owen, Rachel, Owen, Stephanie, Owens, Emma, Owens, Susan, Owoseni, Yetunde, Owston, Michael, Oxlade, Ruth, Ozdes, Feray, Pack, Jamie, Packham, Sophie, Paczko, Piotr, Padden, Grace, Padmakumar, Anand, Page, Iain, Page, Nickolas, Page, Valerie, Paget, Jodi, Pagett, Katherine, Paisley, Lee, Pajak, Susie, Pakozdi, Angela, Pal, Soubhik, Pal, Sushi, Palacios, April, Palagiri Sai, Vishnu B, Palaniappan, Vadivu, Palanivelu, Priya, Palfreeman, Adrian, Palihavadana, Shehan, Palit, Deepshikha, Palmer, Alistair, Palmer, Lorna, Palmer, Lynne, Pamphlett, Ian, Pandey, Anmol, Pandian, Nithya, Pandya, Krishnaa, Pandya, Tej, Panes, Alice, Pang, Yee Wei, Pannell, Laura, Pannu, Kanwar, Panthakalam, Sathianathan, Pantin, Charles T, Pao, Norman, Papaconstantinou, Helen, Papineni, Padmasayee, Pappa, Marina, Paques, Kitty, Paradowski, Kerry, Parambil, Vinay, Paranamana, Supathum, Parashar, Siddhant, Parberry, Ian, Parejasanchez, Ana, Parekh, Amy, Parekh, Dhruv, Parfitt, Louise, Parfrey, Helen, Parikh, Omi, Parish, Gemma, Park, John, Park, Liz, Parker, Angela, Parker, Ben, Parker, Carmel, Parker, Emma, Parker, Fiona, Parker, Jacob, Parker, Julie, Parker, Laura, Parker, Lucy, Parker, Sara, Parker, Sean, Parker, Tina, Parkin, Kirstin, Parkinson, Anna, Parkinson, Jill, Parkinson, Lisa, Parkinson, Valerie, Parmar, Chetan, Parmar, Mamta, Parmar, Viraj, Parris, Victoria, Parry, Helen C, Parslow-Williams, Siobhan, Parsonage, Maria, Parsons, Abigail, Parsons, Penny, Parsons, Sarah, Partridge, Richard, Parvin, Kevin, Pass, Kirsten, Passby, Lauren, Pastrana, Juan, Patal, Mital, Patch, Sarah, Patel, Aamie, Patel, Alkesh, Patel, Amisha, Patel, Dakshesh, Patel, Darshna, Patel, Hemani, Patel, Jaymik, Patel, Kamal, Patel, Kayur, Patel, Kiran, Patel, Krish, Patel, Manish, Patel, Martyn, Patel, Mehul, Patel, Naleem, Patel, Nehalbhai, Patel, Prital, Patel, Priti, Patel, Rebecca, Patel, Saagar, Patel, Soonie, Patel, Trishna, Patel, Vishal, Pathak, Sangeeta, Pathan, Nazima, Patience, Alexandra, Patience, Donna, Patrick, Abigail, Patrick, Georgie, Patrick, Jean, Patten, Simon, Pattenden, Ben, Patterson, Ann, Patterson, Charlotte, Patterson, Linda, Patterson, Molly, Patterson, Pauline, Patterson, Robert, Paul, Daniel, Paul, Janice, Paul, Roshni, Pauls, Leigh, Paulus, Stephane, Pavely, Amelia, Pavord, Susan, Payne, Brendan, Payne, David, Payne, Elizabeth, Payne, Ruth, Payne, Tammy, Peacock, Abby, Peacock, Linda, Peacock, Louise, Peacock, Sarah, Peake, Henry, Pearse, Rupert, Pearson, Andrew, Pearson, Daniel, Pearson, Harriet, Pearson, Karen, Pearson, Kirsty, Pearson, Samuel A, Pearson, Sandra, Peasley, Alice, Peddie, Hilary, Peek, Russell, Pegg, Claire, Peglar, Suzannah, Peirce, Benjamin H, Pelham, Claire, Pelle, Belinda, Pemberton, Abigail, Penacerrada, Melchizedek, Pender, Anthony, Pendlebury, Carmel, Pendlebury, Jessica, Pendlebury, Sarah, Penfold, Rachel, Penlington, William, Penman, Catherine, Penman, Julie, Penman, Rachel, Penner, Justin, Penney, Kristi, Penny, Alistair, Penny, James, Pepperell, Justin, Peregrine, Huw, Pereira, Adriana, Pereira, Ana, Pereira, Rita, Pereira Dias Alves, Carlota, Perera, Parmi, Perez, Elena, Perez, Jane, Perinpanathan, Tanaraj, Periyasamy, Lakshmi, Perkins, Francesca, Perkins, Rachel, Perritt, Elizabeth, Perry, Alison, Perry, Emily, Perry, Meghan, Perry, Terrie, Perumpral, Thomas M, Pessoa-Amorim, Guilherme, Petch, Ruth, Peter, Lionel, Peters, Cecilia, Peters, Craig, Peters, Jayne, Peters, Mark, Peters, Steve, Peters, Tim, Petersen, Remy, Peterson, Alexandra, Peto, Leon, Petras, Iulia, Petrou, Ilianna, Petrova, Boyanka, Petrova, Mirela, Pfeffer, Paul, Phanish, Mysore, Phelan, Paul, Philbey, Christopher, Philbin, Jennifer, Philips, Neil, Phillips, Alex, Phillips, Danielle, Phillips, Dylan, Phillips, Karen, Phillips, Pat, Phillips, Rachael, Philpott, Katherine, Phipps, Marie, Phongsathorn, Virach, Phull, Mandeep, Phulpoto, Masroor M, PI, Myat TT, Pick, Sara, Pickard, James, Pickering, Charlotte, Pickering, Gillian, Pickett, Thomas, Pickford, Hayleah, Pickles, Joanna, Pickwell-Smith, Benjamin, Pieniazek, Natalia, Piercy, Charlie, Pieris, Angelo, Pilgrim, Samia, Pillai, Paul Anthony, Pilsworth, Zoe, Pinches, Heather, Pinches, Stacey, Pinder, Julia, Pine, Kirsty, Pinjala, Muni Tejha, Pintus, Stefania, Piper, Graeme, Piper, James, Pipes, Richard, Pirani, Tasneem, Pittman, Marcus, Pitts, Sally, Plaatjies, Nicolene, Plant, Aiden J, Platt, Naomi, Pleass, Robert, Ploeg, Rutger, Plummer, Laura, Plumptre, Charles, Pobjoy, Jonathan, Pogreban, Tatiana, Poku, Stephen, Poles, David, Pollard, Rachel, Pollock, Louisa, Poluyi, Oluwamayowa, Polwarth, Gary John, Pomery, Fiona, Ponnusamy, Ponmurugan, Ponnusamy, Suresh, Ponnuswamy, Aravind, Ponte Bettencourt dos Reis, Inês, Pooboni, Suman, Poole, Alice, Poole, Christopher, Poole, Lorraine, Poole, Lynda, Poole, Michele, Poon, Sharon, Poonian, Tajinder, Poppitt, Ella, Porada, Christopher, Porter, David, Porter, Jo, Porter, Linda, Porter, Ross, Postlethwaite, Kelly, Pothina, Narayana, Potla, Priyadarshan, Potoczna, Dorota, Pott, Jason, Potter, Alison, Potter, Jean, Potter, Kenzi, Potter, Sarah, Potter, Tracey, Potton, Elspeth, Potts, Joanne B, Potts, Julie, Potts, Kathryn, Poultney, Una, Poulton, Katherine, Poustie, Vanessa, Powell, Geneen, Powell, James, Powell, Jordan, Power, Deborah, Power, Nick, Powter, Gillian, Poxon, Joseph, Poyner, Robin, Pradhan, Vidushi, Prady, Helena, Prasad, Aalekh, Prasad, Krishna, Prasad, Maanvi, Prasanth Raj, Fredy, Prasath, Sangeetha, Pratheepkumar, Sindhuja, Pratley, Anezka, Pratt, Steven, Preiss, David, Prendergast, Claire, Prentice, Lynn, Prentice, Peter, Prescott, Verity, Presland, Laura, Prest, Catharine, Preston, Stephen, Pretorius, Martha, Prevatt, Natalie, Prew, Sandra, Price, Ashley, Price, Carly, Price, Claire, Price, David, Price, Elizabeth, Price, Nathan, Price, Vivien, Priddee, Nicole, Priest, Anne, Priestley, Kate, Prieto, Jimena, Primrose, Lorraine, Prince, Clare, Prince, Judith, Prince, Laura, Pring, Janet, Pringle, Shirley, Pristopan, Veronika, Pritchard, Kelly, Pritchard, Lucy, Pritchard, Rhys, Pritchard, Simon, Priyash, Verma, Procter, Andrew, Proctor, Clare, Proudfoot, Rebecca, Prudon, Ben, Pryor, David, Pudi, Solomon, Pugh, Joanne, Pugh, Lawrence, Pugh, Mark T, Pugh, Nichola, Pugh, Richard, Puisa, Veronika, Punia, Kirandip, Punnilath Abdulsamad, Saleel, Purandare, Laura, Purcell, Claire, Purdue, Corrina, Purewal, Bally, Pursell, Molly, Purssord, Gregory, Purvis, Sarah, Puxty, Kathryn, Puyrigaud, Zoe, Pynn, Michael, Qadeer, Tariq, Qayum, Mohammad, Quah, Corrine, Quaid, Sheena, Quail, Nathaniel, Quamina, Charlotte, Quashie, Donna, Quayle, Alice, Quek, Eleanor, Quenby, Siobhan, Qui, Xinyi, Quick, Vanessa, Quigley, Julie, Quijano-Campos, Juan-Carlos, Quinn, Andrew, Quinn, Tom, Quirk, Amy, Quratulain, Quratulain, Qureshi, Danya, Qureshi, Ehsaan, Qureshi, Hafiz, Qureshi, Hasanain, Qureshi, Khadija, Qureshi, Nawaz, Qurratulain, Qurratulain, Qutab, Saad, Rabbani, Muhammad S, Rabbani, Syed, Rabin, Wayne, Rabinowicz, Simon, Raceala, Madalina, Rachman, Raissa, Rad, Laura, Radford, Jane, Radford, Liz, Radhakrishnan, Jayachandran, Rafique, Cecillia, Rafique, Jethin, Rafique, Muhammad, Ragatha, Ravi, Raghunathan, Aiswarya, Raguro, Abigail, Raha, Shankho D, Rahama, Sana, Rahilly, Karen, Rahim, Faisal, Rahimi, Abdul H, Rahimi, Haseena R, Rahman, Muhammad, Rahman, Salim Ur, Rainey, Sharon, Raisova, Lenka, Raj, Arjun, Rajagopalan, Pradeep, Rajaiah, Nithy, Rajasekaran, Arvind, Rajasri, Aylur, Rajeswaran, Thurkka, Rajeswary, Jyothi, Rajkanna, Jeyanthy, Rajmohan, Gayathri, Rallan, Ruth, Ralphs, David, Ralston, Katherine, Ralston, Maximilian, Ram, Matsa, Ramabhadran, Balaji, Ramali, Fathima, Ramali, Mohamed, Ramanan, Athimalaipet, Ramanna, Shashikira, Ramasamy, Maheshi, Ramdin, Dhanishta, Ramirez, Jozel, Ramirez, Mylah, Ramnarain, Geshwin, Ramos, Lidia, Ramraj, Shanthi, Ramshaw, Alex, Rana, Aleem, Rana, Ghulam F, Rana, Rehman, Rand, Abby, Rand, James, Randall, Helen, Randheva, Harpal, Ranga, Poonam, Rangar, Manmeet, Rangarajan, Harini, Ranjan, Sameer, Ranka, Poormina, Rankhelawon, Rajesh, Ranton, Haley, Rao, Anita, Rao, Sandhya, Rao, Sanjay, Rao, Deepak, Rasarathnam, Anuja, Rasheed, Althaf Abdul, Rashid, Alia, Rashid, Khalid, Ratcliff, Simbisai, Ratcliffe, Sam, Ratcliffe, Sophy, Rath, Sanjeev, Rather, Mohmad I, Rathore, Selina, Ratnakumar, Aravinden, Ratoff, Jonathan, Rattehalli, Deepa, Raw, Jason, Rawlins, Hywel, Ray, 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Debbie, Richards, Emma, Richards, Liz, Richards, Patricia, Richards, Suzanne, Richardson, Carol, Richardson, Celia, Richardson, Eric, Richardson, Julie, Richardson, Neil, Richardson, Nicky, Richardson, Peter, Riches, Joanne, Riches, Katie, Richmond, Leah, Richmond, Ruth, Ricketts, William, Rickman, Hannah, Ricks, Jonathan, Riddell, Anna, Ridha, Mohamed, Ridley, Carrie, Ridley, Paul, Rieck, Gudrun, Rigby, Linsey, Rigby, Stephen, Riley, Hannah, Riley, Matthew, Riley, Phil, Rimba, Zwesty V P, Rimmer, Dominic, Rintoul, Robert, Riordan, Andrew, Ripley, David, Ripley, Gareth, Rippon, Naomi, Risbridger, Clive, Rishton, Chloe, Riste, Michael, Ritchie, David, Ritchie, Jane, Ritchings, Andy, Rivera Ortega, Pilar, Rivers, Vanessa, Rizvi, Batool, Rizvi, Syed AS, Rizvi, Syed HM, Robb, James, Robb, Matthew, Roberts, David, Roberts, David J, Roberts, Ian, Roberts, Jane, Roberts, Jean, Roberts, Karen, Roberts, Leanne, Roberts, Mark, Roberts, Nicky, Roberts, Philip, Roberts, Rebecca, Robertson, Calum, Robertson, Doug, Robertson, James, Robertson, Jamie, Robertson, Nichola, Robertson, Stuart, Robin, Nicole, Robinson, Caroline, Robinson, Emma, Robinson, Gisela, Robinson, Hannah, Robinson, Jemima, Robinson, Kate, Robinson, Katie, Robinson, Matthew, Robinson, Ryan, Robinson, Sandra, Robinson, Stacey, Robson, Steve, Roche, Lisa, Roche, Samantha, Rock, Jennifer, Rodden, Natalie, Roddick, Alistair, Roddy, Jack, Roderick, Marion, Rodger, Alison, Rodger, Faye, Rodger, Megan, Rodgers, Alicia, Rodgers, Deirdre, Rodgers, Natasha, Rodgers, Penny, Rodrigues, Vanessa, Rodriguez-Belmonte, Rocio, Roe, Nicholas, Roehr, Charles, Rogers, Gill, Rogers, Jason, Rogers, Joanne, Rogers, John, Rogers, Leigh, Rogers, Lindsay, Rogers, Louise, Rogers, Michaela, Rogers, Paula, Rogers, Susan, Rogers, Thomas, Rokadiya, Sakib, Rollins, Lee, Rollo, Jennifer, Rolls, Catherine, Roman, Atal, Rook, Claire, Rook, Rashmi, Rooney, Kevin, Rooney, Lynsey, Roper, Gemma, Rosaroso, Lace P, Rose, Alastair, Rose, Annie, Rose, David, Rose, Rachel, Rose, Steve, Rose, Vikkie, Rose, Zoe, Rosier, Josephine, Ross, Jack, Rossdale, Jenny, Ross-Parker, Andrew, Rothman, Alex, Rothwell, Joanne, Roughley, Lindsay, Rowan, Kathryn, Rowan, Neil, Rowan, Stephen, Rowan-Ferry, Scott, Rowe, Anna, Rowe-Leete, Louise, Rowlands, Benjamin, Rowley, Megan, Roy, Aparajita, Roy, Subarna, Roynon-Reed, Anna, Rozewicz, Sam, Rudd, Alison, Rudenko, Anna, Rudrakumar, Senthan, Rudran, Banu, Ruff, Shannon, Rughani, Prita, Rundell, Sharon, Rushmer, Jeremy, Rushworth, Rosemary, Rusk, Darren, Russell, Peter, Russell, Richard, Russo, Cristina, Rutgers, Marieke, Ryan, Aidan, Ryan, Brendan, Ryan, Lucy, Ryan, Matthew, Ryan, Pat, Ryan, Phil, Ryan-Wakeling, Declan, Rylance, Nick, Saad, M, Sabale, Javeson, Sabaretnam, Suganya, Sabat, Umar, Sadiq, Noman, Sadler, Emma, Saez-Garcia-Holloway, Maria-Isabel, Saffy, Ashiq, Sage, Beth, Sagoo, Harkiran, Sagrir, Sobia, Saha, Rajnish, Saha, Sian, Sahdev, Nikhil, Sahedra, Sarvjit, Sahota, Jagdeep, Said, Nooria, Sakthi, Sreekanth, Sakuri, Hikari, Saladi, Murthy, Salam, Abdul, Salawu, Sofiyat, Salberg, Armorel, Salciute, Erika, Saleeb, Gina, Saleh, Mumtaz, Salih, Hizni, Salih, Laylan, Salisbury, Sarah, Saliu, SiteEneye, Salman, Rustam, Salmon, Angela, Salmon, Jenny, Salmons, Nichola, Salutous, Dario, Sam, Mfon, Sam, Sally, Samakomva, Tinashe, Samlal, Renaldo, Sammons, Emily, Sammut, David, Sammut, Mark, Sammut, Zoe, Sampath, Sunitha, Sampson, Claire, Sampson, Julia, Samson, Aashna, Samson, Anda, Samuel, Johnson, Samuel, Lorraine, Samuel, Merna, Samuel, Reena, Samuel, Thomas DL, Samuel, Younan, Samuels, Elsward, Samuels, Theo, Samways, Joanna, Samyraju, Manjula, San Diego, Francisco, Sana, Ilves, Sanchez, Veronica, Sanchez Gonzalez, Amada, Sanda-Gomez, Alina, Sandajam, Paul, Sandercock, Peter, Sanderson, Amy, Sanderson, Colleen, Sanderson, Tom, Sandhu, Kuljinder, Sandhu, Loveleen, Sandow, Sam, Sandrey, Victoria, Sands, Sarah, Sangombe, Mirriam, Sanju, Mathew, Santos, Filipa, Santosh, Rojy, Sanyal, Jayanta, Sanz-Cepero, Aureo F, Saralaya, Dinesh, Saraswatula, Arun, Sarella, Joshua, Sarfatti, Avishay, Sargent, Rebecca, Sari, Beatrix, Sarkar, Khatija, Sarkar, Rahuldeb, Sarma, Sruthi, Sarwar, Zainab, Sass, Thea, Sathe, Sonia, Sathianandan, Sobitha, Sathyanarayanan, Abilash, Sathyanarayanan, Lavanya SJP, Sathyapalan, Thozhukat, Satodia, Prakash, Saulite, Vera, Saunders, Andrew, Saunders, Rachel, Saunders, Samantha, Saunderson, Anne, Savill, Heather, Savlani, Karishma, Saxena, Gauri, Saxton, Matthew, Sayan, Amrinder, Scaletta, Diane, Scally, Marta, Scanlon, Deborah, Scanlon, Jeremy, Scarratt, Lyndsay, Scattergood, Sean, Schadenberg, Alvin, Schneblen, Wendy, Schofield, Rebecca, Schofield, Samuel, Scholes, David, Scholes, Karen, Schoolmeesters, Alex, Schumacher, Natasha, Schunke, Nicola, Schuster Bruce, Martin, Schwarz, Karin, Scobie, Antonia, Scorrer, Tim, Scott, A., Scott, Alistair, Scott, Anne, Scott, Catherine, Scott, Christine, Scott, Emily, Scott, Graham, Scott, Kathyn, Scott, Leanne, Scott, Martha, Scott, Michelle, Scott, Stephen, Scott, Timothy, Scourfield, Sarah, Scrase, Wendy, Scullion, Angela, Scullion, Therese, Seabury, Richard, Seager, Emily, Seagrave, Cathy, Seals, Deborah, Seaman, Rebecca, Sear, Eleanor, Seaton, Isabella, Seckington, Anna, Sedano, Joanna, Seddon, Deborah, Seddon, Gabrielle, Seelarbokus, Muhammad A, Sefton, Christopher, Segovia, Matias, Seidu, Fatima, Sekadde, Gillian, Sekhar, Mallika, Selby, Faye, Selby, Georgina, Sell, Jo, Sellar, Claire, Sellers, Katharine, Selley, Joseph, Sellick, Victoria, Selvadurai, Gobika, Selvarajah, Brintha, Selvaskandan, Haresh, Selvendran, Subothini S, Semple, Gary, Sen, Nandini, Sen, Seema, Sengupta, Aditya, Sengupta, Niladri, Senior, Helen, Senior, Peter, Senra, Susana, Senya, HoJan, Setty, Niranjan, Seward, Abigail, Sewdin, Teswaree, Seymour, Jack, Shabbir, Hussam, Shackleton, Tracey, Shackley, Fiona, Shafi, Tariq, Shah, Aashni, Shah, Ahmar, Shah, Anand, Shah, Bhavni, Shah, Momin, Shah, Neil, Shah, Pallav, Shah, Priyank, Shah, Qasim, Shah, Sarfaraz H, Shah, Snehal, Shah, Suraj, Shah, Syed, Shah, Wajid, Shahad, Saarma, Shahi, Sousan, Shahnazari, Sipan, Shahzeb, Muhammad, Shaibu, Aisha, Shaida, Zara, Shaikh, Amina Y, Shaikh, Maliha, Shail, Rajit, Shaji, Mariya, Shakeel, Muhammad, Shalan, Korah, Shamim, Nadia, Shams, Kazi, Shanahan, Alison, Shanahan, Thomas, Shanmugaranjan, Shaminie, Sharaf, Hamed, Sharafat, Muhammad, Sharif, Asir, Sharma, Ajay, Sharma, Akhilesh, Sharma, Ash, Sharma, Bhawna, Sharma, Mona, Sharma, Ojasvi, Sharma, Poonam, Sharma, Rajeev, Sharma, Sanjeev, Sharma, Sarkhara, Sharma, Shriv, Sharma, Sonal, Sharp, Alexander, Sharp, Charles, Sharp, Gemma, Sharratt, Paula, Sharratt, Phoebe, Sharrocks, Katherine, Sharrod, Emma, Shaw, Christopher, Shaw, Daisy, Shaw, David, Shaw, Deborah, Shaw, Joanne, Shaw, Jonathan, Shaw, Lisa, Shaw, Tomos G, Shawcross, Anna, Shawe, Jill, Shayler, Lou, Shazad, Khuram, Shedwell, Sophy, Sheffield, Jonathan, Shehata, Zak, Sheik, Arshiya, Sheikh, Asif, Sheikh, Noorann, Sheldon, Laura, Shelley, Benjamin, Shelton, Sarah, Shenoy, Anil, Shenton, Julie, Shepherd, Amy, Shepherd, Kate, Shepherd, Lorna, Shepherd, Scott, Sheppeard, Rhian, Sheridan, Helen, Sheridan, Ray, Sherridan, Samuel, Sherris, Leanne, Sherwin, Susanna, Shibly, Shaad, Shiers, Roger, Shioi, Chiaki, Shirgaonkar, Anand, Shirley, Kim, Shonubi, Adebusola, Short, Angela, Shortland, Richard, Shortman, Rob, Shotton, Rohan, Shotton, Sarah, Shpuza, Ervin, Shrestha, Nora, Shuker, Karen, Shurmer, Jack, Siame, Gilbert, Siamia, Loria, Sibanda, Zanele, Sidaway, Claire, Siddavaram, Seshnag, Siddique, Nasir, Siddique, Sohail, Sikondari, Nyma, Silva Moniz, Claudia, Silverstone, Mike, Sim, Malcolm, Simangan, Theresa, Simbi, Vimbai, Sime, Robert, Simmons, Oliver, Simms, Richard, Simon, Merritt, Simon, Natalie, Simpson, Angela, Simpson, Anna, Simpson, Danny, Simpson, Georgina, Simpson, Joanne, Simpson, John, Simpson, Kerry, Simpson, Phillip, Simpson, Thomas, Simpson, Andrew, Simpson, Kathryn, Sing, Cindy, Singh, Ankita, Singh, Claire, Singh, Jayaprakash, Singh, Jyoti, Singh, Lokeshwar, Singh, Manjeet, Singh, Nadira, Singh, Pankaj, Singh, Prabhsimran, Singh, Salil, Singh, Saurabh, Singhal, Parag, Singizi, Bryan, Sinha, Manas, Sinha, Utkarsh, Sisson, Guy, Sithiravel, Sarah, Sivakumar, Karthikadevi, Sivakumar, Shanmugasundaram, Sivakumran, Darsh, Sivanadarajah, Sivanthi, Sivasothy, Pasupathy-Rajah, Sivers, Rebecca, Sivyer, Alison, Skehan, Nicole, Skelly, Robert, Skelton, Orlagh, Skene, Imogen, Skill, Michael J, Skinner, Denise, Skinner, Tabitha, Skinner, Victoria, Skorko, Agnieszka, Skorupinska, Iwona, Skorupinska, Mariola, Slack, Amy, Slack, Katie, Slack, Wendy, Slade, Heather, Slade, Helen, Slade, Mark, Slater, Helen, Slater, Lynda, Slawson, Nicola, Sloan, Andrew, Sloan, Brendan, Sloan, Derek, Sloane, Geraldine, Small, Benjamin, Small, Ellen, Small, Emma, Small, Samuel, Smallshaw, Karen D, Smallwood, Andy, Smit, Carien, Smith, Aileen, Smith, Alex, Smith, 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Alison, Tzavaras, Petros, Uddin, Mohammad S, Uddin, Ruhama, Uddin, Ruzena, Ul Hassan, Waqar, Ullah, Salamat, Ullah, Sana, Ullah, Sanda, Umaipalan, Athavan, Umeadi, Judith, Umeh, Akudo, Umeojiako, Wilfred, Ummat, Ben, Underwood, Charlotte, Underwood, Jonathan, Unitt, Laura, Unsworth, Adam, Uppal, Jasvinder, Uppal, Veerpal S, Uprichard, James, Upson, Gerry, Ur Rasool, Masood, Uriel, Alison, Urruela, Sebastian, Uru, Hiromi, Usher, Miranda, Usher, Rebecca, UsherRea, Alex, Ustianowski, Andrew, Uttley, Jane, Vaccari, Linda C, Vaghela, Uddhav, Vaidya, Abhay, Valecka, Bernardas, Valentine, Jennifer, Valeria, Balan, Vallabhaneni, Pramodh, Valle Vallines, Pedro, Vamplew, Luke, Vamvakiti, Ekaterini, Vamvakopoulos, Joannis, van de Venne, Maud, van der Meer, Alex, van der Stelt, Nora, Vance-Daniel, Joseph, Vancheeswaran, Rama, Vander Riet, Caryn, Vandeyoon, Samuel I, Vankayalapati, Padma, Vanmali, Piyush, Vansomeren, Chloe, Van't Hoff, William, Vara, Sejal, Vardigans, Kate, Vardy, Stehen J, 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Fiona, Wood, Hannah, Wood, Jennifer, Wood, Joe, Wood, Julia, Wood, Kathryn, Wood, Lisa, Wood, Louise, Wood, Michelle, Wood, Stephen, Wood, Tracy, Wood, Ursula, Woodall, Katharine, Woodfield, Rebecca, Woodford, Christopher, Woodford, Elizabeth, Woodford, Jill, Woodford, Luke, Woodhead, Louise, Woodhead, Timothy, Woodland, Philip, Woodman, Marc, Woods, Debra, Woods, Jane, Woods, Katherine, Woods, Sarah, Woodward, Zoe, Wookey, Rachel, Woolcock, Megan, Wooldridge, Gemma, Woolf, Rebecca, Woollard, Chris, Woollard, Christopher, Woollen, Louisa, Woolley, Emma, Woolley, Jade, Woosey, Daniel, Wootton, Dan, Wootton, Joanne, Worley, Daniel, Worton, Stephy, Wraight, Jonathan, Wray, Maria, Wreford-Bush, Tim, Wren, Joanne, Wren, Kim, Wren, Lynn, Wrey Brown, Caroline, Wright, Catherine, Wright, Demi, Wright, Francesca, Wright, Imogen, Wright, Lee, Wright, Lianne, Wright, Pete, Wright, Rachel, Wright, Rebecca, Wright, Stephanie, Wright, Tim, Wroe, Caroline, Wroe, Hannah, Wu, Henry, Wu, Peishan, Wu, 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Marie, Zarb, Lynn, Zebracki, Esther, Zehnder, Daniel, Zeidan, Lisa, Zelman, Marian, Zhao, Xiaobei, Zheng, Dongling, Zhu, Doreen, Zia, Madiha, Zibdeh, Omar, Zill-E-Huma, Rabia, Zin, Ei Thankt, Zindonda, Veronica, Zinkin, Eleanor, Zinyemba, Vivian, Zipitis, Christos, Zmierczak, Arkadiusz, Zubir, Azam, Zuha, Roslin, Zuhra, Naz, Zulaikha, Rasha, Zulfikar, Sabrina, Zullo, Carol, Zuriaga-Alvaro, Ana, Zuurbier, Will, and Zyengi, Sheba
Published: 2021
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10. Economic Impact of Ambulatory Blood Pressure Monitoring Compared With Clinical Blood Pressure Monitoring: A Simulation Model.

Author: Hayek, Michelle A, Catacora, Alejandro, Lawley, Mark A, Kum, Hye-Chung, and Ohsfeldt, Robert L
Abstract: Background: Ambulatory blood pressure monitoring (ABPM) is considered the gold standard for proper diagnosis of hypertension. Yet, access to ABPM in the U.S. is limited, and the extent of coverage by commercial health plans remains uncertain, potentially limiting access to ABPM among commercially insured patients. Objective: This study aims to assess the net cost impact of using ABPM in comparison to clinical blood pressure monitoring (CBPM) in the U.S. over a 5-year time period. Design methods: Using a Markov Model, we estimate the 5-year cumulative cost impact of using ABPM to confirm a prior diagnosis of primary hypertension using CBPM to avoid treatment for white-coat hypertension (WCH) in a hypothetical cohort of 1000 patients from a U.S. healthcare system perspective. The probability and cost inputs for the model were derived from available literature. Base-case model parameters were varied to account for different scenarios. Results: Base-case results indicate using ABPM instead of CBPM over 5 years saves a total of $348,028, reflecting an average per-person-per-year (PPPY) cost saving of $70. In sensitivity analyses, almost all cases reveal ABPM as a cost-saving approach compared to CBPM, with cost savings reaching up to $228 PPPY in the highest hypertension treatment cost model. Regression results reveal that ABPM was cost-saving compared to CBPM if ABPM annual payment rates are $100 or less and annual hypertension treatment costs are ⩾$300. Conclusion: The potential cost-savings of using ABPM instead of CBPM found in our simulation model underscores the need for confirmatory research using real-world data to support increased use of ABPM as the standard diagnostic approach for hypertension. [ABSTRACT FROM AUTHOR]
Published: 2024
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11. Exposure to cooler temperatures during pupal development increases Aedes aegypti vector competence and the R0 for Zika virus

Author: Pohlenz, Tyler D, primary, Vela, Jeremy, additional, Reyna, Martin, additional, Fredregill, Chris, additional, Hur, Byul, additional, Erraguntla, Madhav, additional, Lawley, Mark, additional, Debboun, Mustapha, additional, Adelman, Zach N, additional, Ndeffo-Mbah, Martial L, additional, and Myles, Kevin M, additional
Published: 2024
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12. Dissolution and Recovery of Poly(3-Hydroxybutyrate) in Switchable Solvents and the Formation of a Switchable Gel

Author: Lawley, Mark Douglas, primary, Stein, Lisa Y., additional, and Sauvageau, Dominic, additional
Published: 2024
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13. Predictive model for microclimatic temperature and its use in mosquito population modeling

Author: Erraguntla, Madhav, Dave, Darpit, Zapletal, Josef, Myles, Kevin, Adelman, Zach N., Pohlenz, Tyler D., and Lawley, Mark
Published: 2021
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14. Economic Evaluation of Blood Pressure Monitoring Techniques in Patients With Hypertension

Author: Hayek, Michelle A., primary, Giannouchos, Theodoros, additional, Lawley, Mark, additional, and Kum, Hye-Chung, additional
Published: 2023
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15. Assessing the Effect of Clinical Inertia on Diabetes Outcomes: a Modeling Approach

Author: Correa, Maria F., Li, Yan, Kum, Hye-Chung, and Lawley, Mark A.
Published: 2019
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16. A Systems Approach to Understanding and Improving Research Integrity

Author: Gorman, Dennis M., Elkins, Amber D., and Lawley, Mark
Published: 2019
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17. Structural Control of Large-Scale Flexibly Automated Manufacturing Systems

Author: Reveliotis, Spyros A., primary, Lawley, Mark A., additional, and Ferreira, Placid M., additional
Published: 2019
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18. A Systematic Review of Patient-Perceived Barriers and Facilitators to the Adoption and Use of Remote Health Technology to Manage Diabetes and Cardiovascular Disease among Disproportionately Affected Populations

Author: Wagle, Nikita Sandeep, Schueler, Jordan, Engler, Solangia, Lawley, Mark, Fields, Sherecce, and Kum, Hye-Chung
Subjects: Articles
Abstract: As noncontact health interventions have become critical during the Covid-19 pandemic, our study aimed to systematically review the published literature for barriers and facilitators influencing the adoption and use of remote health intervention and technology, as perceived by adult patients with diabetes or cardiovascular diseases (CVD) belonging to groups that are socially/economically marginalized and/or medically under-resourced. We searched Medline, Embase, CINAHL, and PsychINFO for peer-reviewed articles published from 2010 to 2018. We employed content analysis to analyze qualitative patient feedback from the included studies. We adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines. A total of 42 studies met the inclusion criteria. The design of the remote health technology used was the most frequently mentioned facilitator and barrier to remote health technology adoption and use. Our results should draw the attention of technology developers to the usability and feasibility of remote technology among populations that are socially/economically marginalized and/or medically under-resourced.
Published: 2023

19. AN AGENT-BASED MODEL FOR IDEAL CARDIOVASCULAR HEALTH

Author: Li, Yan, primary, Kong, Nan, additional, Lawley, Mark A., additional, and Pagán, José A., additional
Published: 2018
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20. Post-acute care referral in United States of America: a multiregional study of factors associated with referral destination in a cohort of patients with coronary artery bypass graft or valve replacement

Author: Sultana, Ineen, Erraguntla, Madhav, Kum, Hye-Chung, Delen, Dursun, and Lawley, Mark
Published: 2019
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21. 30 The Psychology of Finding and Recognizing Wildlife

Author: Lawley, Mark, primary
Published: 2018
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22. CONFIGURABLE AND SCALABLE REAL TIME CONTROL POLICIES FOR DEADLOCK AVOIDANCE IN FLEXIBLE MANUFACTURING SYSTEMS

Author: Lawley, Mark, primary, Reveliotis, Spiros, additional, and Ferreria, Placid, additional
Published: 2023
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23. No-Show Modeling for Adult Ambulatory Clinics

Author: Turkcan, Ayten, Nuti, Lynn, DeLaurentis, Po-Ching, Tian, Zhiyi, Daggy, Joanne, Zhang, Lingsong, Lawley, Mark, Sands, Laura, and Denton, Brian T., editor
Published: 2013
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24. Capacity Planning for Publicly Funded Community Based Long-Term Care Services

Author: Lin, Feng, Kong, Nan, Lawley, Mark, and Johnson, Michael P., editor
Published: 2012
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25. Real World Adherence and Effectiveness of Remote Patient Monitoring among Medicaid Patients with Diabetes: A Retrospective Cohort Study (Preprint)

Author: Park, Sulki, primary, Kum, Hye-Chung, additional, Zheng, Qi, additional, and Lawley, Mark A, additional
Published: 2022
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26. Real World Adherence and Effectiveness of Remote Patient Monitoring among Medicaid Patients with Diabetes: Retrospective Study over 6 Months (Preprint)

Author: Park, Sulki, primary, Kum, Hye-Chung, additional, Zheng, Qi, additional, and Lawley, Mark A, additional
Published: 2022
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27. Sequential clinical scheduling with patient no-show: The impact of pre-defined slot structures

Author: Chakraborty, Santanu, Muthuraman, Kumar, and Lawley, Mark
Published: 2013
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28. Mitigating shortage and distribution costs in damaged water networks

Author: Turner, Jonathan P., Qiao, Jianhong, Lawley, Mark, Richard, Jean-Philippe, and Abraham, Dulcy M.
Published: 2012
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29. Correction: Adherence to Telemonitoring Therapy for Medicaid Patients With Hypertension: Case Study

Author: Park, Sulki, primary, Kum, Hye-Chung, additional, Morrisey, Michael A, additional, Zheng, Qi, additional, and Lawley, Mark A, additional
Published: 2022
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30. Correction: Adherence to Telemonitoring Therapy for Medicaid Patients With Hypertension: Case Study (Preprint)

Author: Park, Sulki, primary, Kum, Hye-Chung, additional, Morrisey, Michael A, additional, Zheng, Qi, additional, and Lawley, Mark A, additional
Published: 2022
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31. Using Simulation to Design a Central Sterilization Department

Author: LIN, FENG, LAWLEY, MARK, SPRY, CHARLIE, MCCARTHY, KELLY, COYLE-ROGERS, PATRICIA G., and YIH, YUEHWERN
Published: 2008

32. Cancelled Primary Care Appointments: A Prospective Cohort Study of Diabetic Patients

Author: McComb, Sara, Tian, Zhiyi, Sands, Laura, Turkcan, Ayten, Zhang, Lingsong, Frazier, Shree, and Lawley, Mark
Published: 2017
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33. Switchable Solvents for the Reversible Dissolution of Poly(3-hydroxybutyrate)

Author: Lawley, Mark D., primary, Boon, David, additional, Stein, Lisa Y., additional, and Sauvageau, Dominic, additional
Published: 2022
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34. Growth and Disparities in Mental Health, Telemedicine, and Telemedicine Mental Health Usage between 2013 and 2018 among Disabled Medicaid Clients in Urban, Suburban, and Rural Texas Counties: A Cohort Study (Preprint)

Author: Ukert, Ben, primary, Kum, Hye-Chung, additional, and Lawley, Mark, additional
Published: 2022
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35. Real-World Adherence and Effectiveness of Remote Patient Monitoring Among Medicaid Patients With Diabetes: Retrospective Cohort Study.

Author: Park, Sulki, Kum, Hye-Chung, Zheng, Qi, and Lawley, Mark A
Abstract: Background: The prevalence of diabetes in the United States is high and increasing, and it is also the most expensive chronic condition in the United States. Self-monitoring of blood glucose or continuous glucose monitoring are potential solutions, but there are barriers to their use. Remote patient monitoring (RPM) with appropriate support has the potential to provide solutions. Objective: We aim to investigate the adherence of Medicaid patients with diabetes to daily RPM protocols, the relationship between adherence and changes in blood glucose levels, and the impact of daily testing time on blood glucose changes. Methods: This retrospective cohort study analyzed real-world data from an RPM company that provides services to Texas Medicaid patients with diabetes. Overall, 180 days of blood glucose data from an RPM company were collected to assess transmission rates and blood glucose changes, after the first 30 days of data were excluded due to startup effects. Patients were separated into adherent and nonadherent cohorts, where adherent patients transmitted data on at least 120 of the 150 days. z tests and t tests were performed to compare transmission rates and blood glucose changes between 2 cohorts. In addition, we analyzed blood glucose changes based on their testing time—between 1 AM and 10 AM, 10 AM and 6 PM, and 6 PM and 1 AM. Results: Mean patient age was 70.5 (SD 11.8) years, with 66.8% (n=255) of them being female, 91.9% (n=351) urban, and 89% (n=340) from south Texas (n=382). The adherent cohort (n=186, 48.7%) had a mean transmission rate of 82.8% before the adherence call and 91.1% after. The nonadherent cohort (n=196, 51.3%) had a mean transmission rate of 45.9% before and 60.2% after. The mean blood glucose levels of the adherent cohort decreased by an average of 9 mg/dL (P =.002) over 5 months. We also found that variability of blood glucose level of the adherent cohort improved 3 mg/dL (P =.03) over the 5-month period. Both cohorts had the majority of their transmissions between 1 AM and 10 AM, with 70.5% and 53.2% for the adherent and nonadherent cohorts, respectively. The adherent cohort had decreasing mean blood glucose levels over 5 months, with the largest decrease during the 6 PM to 1 AM time period (30.9 mg/dL). Variability of blood glucose improved only for those tested from 10 AM to 6 PM, with improvements of 6.9 mg/dL (P =.02). Those in the nonadherent cohort did not report significant changes. Conclusions: RPM can help manage diabetes in Medicaid clients by improving adherence rates and glycemic control. Adherence calls helped improve adherence rates, but some patients still faced challenges in transmitting blood glucose levels. Nonetheless, RPM has the potential to reduce the risk of adverse outcomes associated with diabetes. [ABSTRACT FROM AUTHOR]
Published: 2023
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36. The AMPATH Nutritional Information System: Designing a Food Distribution Electronic Record System in Rural Kenya

Author: Lim, Jason LitJeh, Yih, Yuehwern, Gichunge, Catherine, Tierney, William M., Le, Tung H., Zhang, Jun, Lawley, Mark A., Petersen, Tomeka J., and Mamlin, Joseph J.
Published: 2009
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37. Advancing the Use of Evidence-Based Decision-Making in Local Health Departments With Systems Science Methodologies

Author: Li, Yan, Kong, Nan, Lawley, Mark, Weiss, Linda, and Pagán, José A
Published: 2015
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38. Adherence to Telemonitoring Therapy for Medicaid Patients With Hypertension: Case Study

Author: Park, Sulki, primary, Kum, Hye-Chung, additional, Morrisey, Michael A, additional, Zheng, Qi, additional, and Lawley, Mark A, additional
Published: 2021
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39. A time–space scheduling model for optimizing recurring bulk railcar deliveries

Author: Lawley, Mark, Parmeshwaran, Vijay, Richard, Jean-Philippe, Turkcan, Ayten, Dalal, Malay, and Ramcharan, David
Published: 2008
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40. Clinic scheduling models with overbooking for patients with heterogeneous no-show probabilities

Author: Zeng, Bo, Turkcan, Ayten, Lin, Ji, and Lawley, Mark
Published: 2010
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41. Using no-show modeling to improve clinic performance

Author: Daggy, Joanne, Lawley, Mark, Willis, Deanna, Thayer, Debra, Suelzer, Christopher, DeLaurentis, Po-Ching, Turkcan, Ayten, Chakraborty, Santanu, and Sands, Laura
Subjects: Electronic records -- Usage, Medical records -- Usage, Medical appointments and schedules -- Influence, Medical appointments and schedules -- Research, Clinics -- Management, Company business management, Computers and office automation industries, Health
Published: 2010

42. Sequential clinical scheduling with patient no-shows and general service time distributions

Author: Chakraborty, Santanu, Muthuraman, Kumar, and Lawley, Mark
Subjects: Medical appointments and schedules -- Methods, Clinics -- Management, Company business management, Business, Engineering and manufacturing industries
Abstract: A sequential clinical scheduling method for patients with general service time distributions is developed in this paper. Patients call a medical clinic to request an appointment with their physician. During the call, the scheduler assigns the patient to an available slot in the physician's schedule. This is communicated to the patient before the call terminates and, thus, the schedule is constructed sequentially. In practice, there is very limited opportunity to adjust the schedule once the complete set of patients is known. Scheduled patients might not attend, that is, they might 'no-show,' and the service times of those attending are random. A myopic scheduling algorithm with an optimal stopping criteria for this problem assuming exponential service times already exists in the literature. This work relaxes this assumption and develops numerical techniques for general service time distributions. A special case in which service times are gamma distributed is considered and it is shown that computation is significantly reduced. Finally, exhaustive experimental results are provided along with discussions that provide insights into the practical aspects of the scheduling approach. Keywords: Overbooking, appointment scheduling, patient no-shows, outpatient clinics, 1. Introduction and literature review Between 80 and 90% of U.S. patient care is provided by approximately 200 000 non-psychiatric outpatient clinics (Bodenheimer and Grumback, 2002; United States Census, 2004). [...]
Published: 2010

43. Residual-life estimation for components with non-symmetric priors

Author: Chakraborty, Santanu, Gebraeel, Nagi, Lawley, Mark, and Wan, Hong
Subjects: Service life (Engineering) -- Evaluation, Maintenance -- Methods, Inventory control -- Methods, Business, Engineering and manufacturing industries
Abstract: Condition monitoring uses sensory signals to assess the health of engineering systems. A degradation model is a mathematical characterization of the evolution of a condition signal. Our recent research focuses on using degradation models to compute residual-life distributions for degrading components. Residual-life distributions are important for providing probabilistic estimates of failure time for use in maintenance planning and spare parts inventory management. To obtain residual-life distributions, our earlier work assumed the degradation model's stochastic parameters to be normally distributed. This paper investigates the performance of these residual-life distributions when the underlying normality assumptions are not satisfied. The paper also develops methods for estimating residual-life when the stochastic parameters of the degradation model follow more general distributions. Keywords: Residual life, Bayesian updating, non-symmetric priors, 1. Introduction Condition monitoring uses sensory information from a functioning device to evaluate its health. The evolution of this sensory information often exhibits characteristic patterns that reflect the underlying physical [...]
Published: 2009

44. Inpatient Discharge Planning Under Uncertainty

Author: Khatami, Maryam, primary, Alvarado, Michelle, additional, Kong, Nan, additional, Parikh, Pratik J., additional, and Lawley, Mark A., additional
Published: 2021
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45. A stochastic overbooking model for outpatient clinical scheduling with no-shows

Author: Muthuraman, Kumar and Lawley, Mark
Subjects: Medical appointments and schedules -- Analysis, Clinics -- Management, Clinics -- Services, Health care industry -- Management, Health care industry -- Services, Company business management, Health care industry, Business, Engineering and manufacturing industries
Abstract: In this paper a stochastic overbooking model is formulated and an appointment scheduling policy is developed for outpatient clinics. The schedule is constructed for a single service period partitioned into time slots of equal length. A clinic scheduler assigns patients to slots through a sequential patient call-in process where the scheduler must provide each calling patient with an appointment time before the patient's call terminates. Once an appointment is added to the schedule, it cannot be changed. Each calling patient has a no-show probability, and overbooking is used to compensate for patient no-shows. The scheduling objective captures patient waiting time, staff overtime and patient revenue. Conditions under which the objective evolution is unimodal are derived and the behavior of the scheduling policy is investigated under a variety of conditions. Practical observations on the performance of the policy are presented. Keywords: Open access, appointment scheduling, patient no-shows, outpatient clinic operations, 1. Introduction Healthcare currently consumes 15% of the US Gross Domestic Product and is expected to reach 19% within the coming decade (Centers for Medicare and Office of the Actuary [...]
Published: 2008

46. Using shared-resource capacity for robust control of failure-prone manufacturing systems

Author: Wang, Shengyong, Chew, Song Foh, and Lawley, Mark A.
Subjects: Manufacturing, Technology application, Control systems -- Methods, Resource allocation -- Methods, Manufacturing processes -- Technology application
Abstract: Deadlock-free resource allocation has been an active area of research in flexible manufacturing. Most researchers have assumed that allocated resources do not fail, and thus, little research has addressed the discrete-event supervision of manufacturing systems that are subject to resource failure. In our previous work, we developed supervisory controllers to ensure robust deadlock-free operation for systems with unreliable resources. These controllers guarantee that parts requiring failed resources do not block the production of parts that are not requiring failed resources. This previous work assumes that parts requiring failed resources can be advanced into failure-dependent (FD) buffer space (buffer space exclusively dedicated to parts requiring unreliable resources). Supervisors admit only states for which a sequence of such part advancements is feasible. The research presented in this paper relaxes this assumption because, in some systems, providing FD buffer space might be too expensive or it might be desirable to load the system more heavily with FD parts. In this paper, we concentrate on distributing parts requiring failed resources throughout the buffer space of shared resources so that these distributed parts do not block the production of part types that are not requiring failed resources. The approach presented here requires no state enumeration and is polynomial in stable measures of system size. We also present results from simulation experiments that compare system performance under these new policies with system performance under our previously published supervisors. These results show that our new policies allow better performance if the required part mixes favor FD part types. The systems of interest are single-unit resource allocation systems. Index Terms--Deadlock avoidance, failure-prone systems, flexible manufacturing systems, resource allocation, supervisory control.
Published: 2008

47. Applying Systems Engineering Principles in Improving Health Care Delivery

Author: Kopach-Konrad, Renata, Lawley, Mark, Criswell, Mike, Hasan, Imran, Chakraborty, Santanu, Pekny, Joseph, and Doebbeling, Bradley N.
Published: 2007
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48. Effects of clinical characteristics on successful open access scheduling

Author: Kopach, Renata, DeLaurentis, Po-Ching, Lawley, Mark, Muthuraman, Kumar, Ozsen, Leyla, Rardin, Ron, Wan, Hong, Intrevado, Paul, Qu, Xiuli, and Willis, Deanna
Published: 2007
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49. Supplemental Appendix from Making gene drive biodegradable

Author: Zapletal, Josef, Najmitabrizi, Neda, Erraguntla, Madhav, Lawley, Mark A., Myles, Kevin M., and Adelman, Zach N.
Abstract: All supplemental text, methods, figures and tables.
Published: 2020
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50. A neural network integrated decision support system for condition-based optimal predictive maintenance policy

Author: Wu, Sze-jung, Gebraeel, Nagi, Lawley, Mark A., and Yih, Yuehwern
Subjects: Neural network, Artificial intelligence, Cost reduction, Decision support software, Neural networks -- Research, Neural networks -- Models, Artificial intelligence -- Usage, Cost control -- Methods, Decision support systems -- Research
Abstract: This paper develops an integrated neural-networkbased decision support system for predictive maintenance of rotational equipment. The integrated system is platform-independent and is aimed at minimizing expected cost per unit operational time. The proposed system consists of three components. The first component develops a vibration-based degradation database through condition monitoring of rolling element bearings. In the second component, an artificial neural network model is developed to estimate the life percentile and failure times of roller bearings. This is then used to construct a marginal distribution. The third component consists of the construction of a cost matrix and probabilistic replacement model that optimizes the expected cost per unit time. Furthermore, the integrated system consists of a heuristic managerial decision rule for different scenarios of predictive and corrective cost compositions. Finally, the proposed system can be applied in various industries and different kinds of equipment that possess well-defined degradation characteristics. Index Terms--Cost-optimal control, decision support systems, maintenance, neural network applications.
Published: 2007

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