Search

Your search keyword '"Fox, Thomas"' showing total 3,038 results
Start Over Author "Fox, Thomas"
3,038 results on '"Fox, Thomas"'

2. Improving Fairness in Adaptive Social Exergames via Shapley Bandits

Author

Gray, Robert C., Villareale, Jennifer, Fox, Thomas B., Dallal, Diane H., Ontañón, Santiago, Arigo, Danielle, Jabbari, Shahin, and Zhu, Jichen

Subjects
Computer Science - Artificial Intelligence, Computer Science - Human-Computer Interaction
Abstract

Algorithmic fairness is an essential requirement as AI becomes integrated in society. In the case of social applications where AI distributes resources, algorithms often must make decisions that will benefit a subset of users, sometimes repeatedly or exclusively, while attempting to maximize specific outcomes. How should we design such systems to serve users more fairly? This paper explores this question in the case where a group of users works toward a shared goal in a social exergame called Step Heroes. We identify adverse outcomes in traditional multi-armed bandits (MABs) and formalize the Greedy Bandit Problem. We then propose a solution based on a new type of fairness-aware multi-armed bandit, Shapley Bandits. It uses the Shapley Value for increasing overall player participation and intervention adherence rather than the maximization of total group output, which is traditionally achieved by favoring only high-performing participants. We evaluate our approach via a user study (n=46). Our results indicate that our Shapley Bandits effectively mediates the Greedy Bandit Problem and achieves better user retention and motivation across the participants.

Published
2023
Full Text
View/download PDF

3. Tranexamic acid versus placebo to prevent bleeding in patients with haematological malignancies and severe thrombocytopenia (TREATT): a randomised, double-blind, parallel, phase 3 superiority trial

Author

Estcourt, Lise J, McQuilten, Zoe K, Bardy, Peter, Cole-Sinclair, Merrole, Collins, Graham P., Crispin, Philip J., Curnow, Elinor, Curnow, Jennifer, Degelia, Amber, Dyer, Claire, Friebe, Adam, Floro, Lajos, Grand, Effie, Hudson, Cara, Jones, Gail, Joseph, Joanne, Kallmeyer, Charlotte, Karakantza, Marina, Kerr, Paul, Last, Sara, Lobo-Clarke, Maria, Lumley, Matthew, McMullin, Mary F, Medd, Patrick G., Morton, Suzy M., Mumford, Andrew D., Mushkbar, Maria, Parsons, Joseph, Powter, Gillian, Sekhar, Mallika, Smith, Laura, Soutar, Richard, Stevenson, William S., Subramoniapillai, Elango, Szer, Jeff, Thomas, Helen, Waters, Neil A., Wei, Andrew H., Westerman, David A., Wexler, Sarah A., Wood, Erica M., Stanworth, Simon J., Abioye, Adrienne, Afghan, Rabia, Ai, Sylvia Ai, Akanni, Magbor, Alajangi, Rajesh, Alam, Usmaan, Al-Bubseeree, Bahaa, Alderson, Sophie, Alderson, Craig, Ali, Sayed, Ali, Kabir, Alighan, Rookmeen, Allam, Rebecca Allam, Allen, Tania, Al-Sakkaf, Wesam, Ames, Kate, Anderson, Jacqueline, Andrews, Colin, Angel, Ann-Marie, Anlya, Manuela Anlya, Ansari, Farah, Appleby, Rowan, Arnold, Claire, Asbjornsdottir, Hulda, Asfaw, Biruk, Atkins, Elissa, Atkinson, Leela, Aubrey, Clare, Ayesha, Noor, Babbola, Lola, Badcock, David, Badcock, Samuel, Baggio, Diva, Bailiff, Ben, Baines, Kizzy, Baker, Holly, Baker, Victoria, Ball, Lindsay, Ball, Martin, Balquin, Irwin, Banks, Emma, Banos, George, Barnett, Jaytee, Barrie, Claire, Barron, Claire, Barton, Rebecca, Bason, Nina, Batta, Bindu, Bautista, Dianne, Bayley, Angela, Bayly, Emma, Baynes, Fionnuala, Bazargan, Ali, Bazeley, Rachel, Beadle, Yvonne, Beardsmore, Claire, Beattie, Kate, Bedford, Caroline, Behal, Rachna, Behan, Daniel, Bejan, Lilihna, Bell, Sarah, Bell, Karen, Bell, Louise, Bell, Kaitlyn, Benjamin, Reuben, Bennett, Sam, Benson, Gary, Benson, Warwick, Bent, Cameron, Bergin, Krystal, Berry, Alex, Besenyei, Stephanie, Besley, Caroline, Betteridge, Scott, Beveridge, Leigh, Bhattacharyya, Abir, Billen, Annelies, Bilmon, Ian, Binns, Emma, Birt, Mark, Bishop, David, Blanco, Andrea, Bleby, Lisa, Blemnerhet, Richard, Blombery, Piers, Blyth, Emily, Blythe, Nicola, Boal, Lauren, Boden, Ali, Bokhari, Syed W.I., Bongetti, Elisa, Booth, Stephen, Borley, Jayne, Bowen, David, Bowers, Dawn, Boyd, Stephen, Bradley, Sarah, Bradman, Helen, Bretag, Peta, Brillante, Maria, Brockbank, Rachel, Brough, Yasmin, Brown, Ellen, Brown, Jo, Brown, Eleanor, Brown, Claire, Brown, Jenny, Brown, Susan, Browning, Joe, Brownsdon, Alex, Bruce, David, Brydon-Hill, Ruth, Buckwell, Andrea, Burgess, Dannielle, Burke, Glenda, Burley, Kate, Burney, Claire, Burns, David, Burrows, Samuel, burton, Kieran, Butler, Jason, Cambalova, Lenka, Camozzi, Maria C., Campbell, Philip, Campfield, Karen, Campion, Victoria, Cargo, Catherine, Carmona, Julia, Carney, Dennis, Casan, Joshua, Cashman, Helen, Catt, Lorraine, Cattell, Michael, Cavill, Megan, Chadbone, Rachel, Chaganti, Sridhar, Chai, Yee, Chai, Khai Li, Chang, Joshua, Chapman, Judith, Chapman, Oliver G., Chapter, Tamika, Charlton, Andrew, Chau, Celina, Chauhan, Saleena, Chavda, Nikesh, Chen, Frederick, Chen, Melody, Chen, Meng Xi, Chen, Melanie, Chen, Melissa, Cheok, Kathleen, Cheung, Mai, Chidgey, Luke, Chmielokliec, Karolina, Choi, Philip, Choi, Jae, Chok, Anne, Chopra, Ruchika, Christopherson, Louise, Chu, Vicky, Chua, Chong Chyn, Chudakou, Pavel, Chugh, Vidushi, Chung, Chi, Clark, Erin, Clarke, Peter, Clarke, Kathleen, Clay, Jennifer, Clayton, Laura, Clements, Mitch, Clemmens, Jonathan, Clifford, Ruth, Collett, Dave, Collins, Maia, Collyer, Emily, Connolly, Maureen, Cook, Mark, Coombs, Sarah, Coppell, Jason, Cornwell, Sophie, Corrigan, Claire, Coughlin, Elizabeth, Couling, Jennifer, Cousins, Tony, Cowan, Catriona, Cox, Christine, Cox, Catherine, Coyle, Luke, Craig, Emily, Creasey, Thomas, Croan, Laura, Croft, Jane, Crosbie, Nicola, Crowe, Josephine, Crowther, Helen, Crozier, Jane, Culleton, Naomi, Cullis, Jonathan, Cumming, Anita, Cummins, Michelle, Cunningham, Adam, Curley, Cameron, Curtis, Samantha, Cuthbert, Robert, Cuthill, Kirsty, Dahahayake, Dinusha A, Dang, Amy, Davies, Marc, Davies, Ceri, Dawson, Emily, Day, Tom, De Abrew, Kanchana, De Lavallade, Hugues, De Silva, Neelaskshi, Dean, Georgina, Deane, Christopher, Demosthenous, Lisa, Desai, Amisha, Desborough, Michael, Devanny, Ian, Dhanapal, Jay, Dhani, Sundip, Di Martino, Vicky, Dickens, Emmy, DiCorleto, Carmen, Dinnett, Louise, Dirisan, Divya, Dixon, Karen, Dixon, Kiri, Doal, Inderjit, Dobivh, J, Docanto, Maria, Doecke, Helve, Donaldson, David, Donaldson, Kylee, Donohoe, Carrie, Douglas, Ashley, Doung, Stephen, Downer, Susan, D'Rozario, James, Drummond, Malcolm, Drummond, Mark, Drummond, Samantha, Drysdale, Elizabeth, D'Souza, Ross, D'Souza, Eugene, Dunn, Alex, Dutton, David, Dyson, Martin, Ediriwicurena, Kushani, Edleston, Sharon, Edwards, Dawn, Edwards, Morgan, Edwards, Anita, Eise, Nicole, Ellis, Steven, Ellis, Hayley, Elmonley, Shareef, Enstone, Rosemarie, Eordogh, Agnes, Erb, Sharon, Evans, Shannon, Evans, Megan, Ewing, Joanne, Eyre, Toby, Facey, Adam, Fammy, Mina, Farman, Jon, Farnell, Rachel, Favero, Laura, Fay, Keith, Ferguson, Karen, Fernon, Laura, Filshie, Robin, Finnegan, Damian, Fisher, Lisa, Flanagan, Asia, Fleck, Emma, Fletcher, Simon, Flora, Harpreet, Flower, Catherine, Fodor, Ioana, Foley, Heather, Folland, Emma, Folorunso, Comfort, Forbes, Molly, Fordwor, Katrina, Foster, Polly, Fox, Vanessa, Fox, Thomas, Francis, Olesya, Fryearson, Louise, Fuery, Madonna, Fung, Jiin, Furtado, Michelle, Galloway-Browne, Leanne, Gamble, Louise, Gamgee, Jeanette, Ganapathy, Arundathi, Gardner, Hayley, Gardner, Clare, Gasmelsheed, Noha, Gately, Amy, Gaynor, Lynda, Gebreid, Alex, Geffens, Ruth, George, Rachel, Gertner, Aniko, Ghebeh, Manar, Ghirardini, Emanuela, Giddings, Melainie, Gillett, Sandra, Gillett, Karen, Giri, Pratyush, Glass, Chris, Glewis, Sarah, Gooding, Sarah, Gordon, Olivia, Gordon, Joanne, Gottlieb, David, Gowda, Koushik, Gower, Elysie, Gray, Nicola, Grayer, Jo, Greaves, Elaine, Greenaway, Sally Anne, Greenfield, Graeme, Greenwood, Matthew, Gregory, Gareth, Griffin, James, Griffith, Julia, Griffith, James, Griffiths, Lindsey, Grzegrzolka, Paulina, Gu, Yisu, Guest, Jo, Guinai, Rosanna, Gullapalli, Veena, Gunolr, A., Guo, Lina, H, Wayne, Hagua, Sophia, Haile, Senait, Hall, Richard, Hamdollah-Zadeh, Maryam, Hanif, Zahra, Hanlon, Kathleen, Hann, Nicholas, Hanna, Ramez, Hannah, Guy, Hapuarachchi, Sameera, Hardman, Jacinta, Hardy, Alison, Harris, Anthony, Harris, Kylie, Harrison, Beth, Harrison, Simon, Harrison, Lea-Anne, Harrop, Sean, Harvey, Caroline, Hatcliffe, Faye, Hawking, Jo, Hawkins, Matthew, Hayden, Janet, Hayman, Michelle, Haynes, Elizabeth, Heaney, Nicholas, Hebbard, Andrew, Hempton, Jenny, Hendunneti, Sasanka, Henry, Maeve, Heywood, Jonathan, Hildyard, Catherine, Hill, Lydia, Hilldrith, Annette, Hitev, Petar, Hiwase, Smita, Hiwase, Devendra, Hoare, Chris, Hodge, Renate, Holloway, Amy, Holt, Chloe, Holton, Kelly, Homer, Lauren, Horne, Gillian, Horvath, Noemi, Hotong, Linda, Houdyk, Kristen, Houseman, Katy, Hoxhallari, Ilda, Hsu, Hannah, Hsu, Nina, Huang, Gillian, Hudson, Kerryn, Hufton, Melanie, Hughes, Timothy, Hughes, Siobhan, Hurley, Kate, Huxley, Rosie, Ibitoye, Temitope, Ibrouf, Abubaken, Inam, Farha, Indran, Tishya, Ingham, Karen, Innes, Calum, Irvine, David, Jaafar, Sarah, Jain, Manish, Jameson, Laura, Janjua, Pardeep, Jarvis, Rebecca, Jatheendran, Abirami, Javed, Abbie, Jen, Sheila, Jobanpura, Shailesh, Jobson, Irene, John, Deborah, Johns, Sophie, Johnston, Amanda, Jones, Hollie, Jones, Francesca, Joniak, Karolina, Jovanovic, Michael, Jovic, Anita, Joyce, Lauren, Judd, Andrew, Kakarlamudi, Sudhakar, Kakaroubas, Nick, Kalita, Maggie, Kam, Shirly, Kan, Julie, Kandle, P, Kanellopoulos, Alex, Kao, Chien, Kaparou, Maria, Kartsios, Charamlampos, Katsioulas, Vicki, Kaye, Russell, Keen, Katie, Kelly, Richard, Kelly, Pauline, Kelly, Donna, Kelly, Melanie, Kennedy, Glen, Kennedy, Nola, Kenny, Angela, Kenworthy, Zoe, Kerridge, Ian, Kesavan, Murali, Khafizi, Angelika, Khakwani, Muhammad, Khalid, Amna, Khamly, Kate, Khan, Anjum, Khan, Dalia, Khan, Mojid, Khan, Lubna, Khoo, Mona, Khwaja, Asim, Kim, Grace, King, Andrew, King, Vicky, King, Donna, Kinsella, Francesca, Kipp, David, Kirandeep, Pachoo, Kirui, Laura C., Kishore, Bhuvan, Knectlhi, Christopher, Knot, Amy, Knot, Armit, Ko, Cathy, Kolaric, Caitlin, Koo, Ray, Kotadia, Mary, Kothari, Jaimal, Kottaridis, Panagiotis D., Kuiluinathan, Gajan, Kulasekararaj, Austin, Kwan, John, Kwok, Marwan, Kwok, Phillip, Kwok, Fiona, Laane, Kristiina, Lad, Deena, Laird, Jennifer, Lam, Ada, Lane, Mary, Lanenco, Monica, Lang, Susan, Langridge, Alex, Langton, Catherine, Lannon, Michelle, Latif, Annie, Latimer, Maya, Latter, Ruth, Lau, I-Jun, Lawless, Sarah, Lawless, Theresa, Leach, Mike, Leaney, Sarah, Leary, Heather, Leavy, James, LeBlanc, Abbey, Lee, Vivienne, Lee, Edwin, Lee, Jenny, Lee, Tamara, Leischkie, Marian, Leitinger, Emma, Leon, Christopher, Leonard, Jayne, Lewis, David, Lewis, Ian, Lewis, Tania, Lim, Daniel, Littlewood, Kelly, Liu, Dara, Loh, Joanna, Lokare, Anand, Lomas, Oliver, Lovell, Richard, Lowe, Theresa, Lowry, Lisa, Lubowiecki, Marcin, Lumb, Rebecca, Lynch, Gail, Macaulay, Amanda, MacDonald, Lyndsey, MacDonald-Burn, Jill, Macmillan, Margaret, Maddock, Karen, Mahaliyana, Tomas, Mahon, Cassandra, Maidment, Alison, Maier, Susie, Mairos, Michelle, Majid, Mahseeman, Mak, Ka L, Mak, Anne, Malendrayogau, Arunthrthy, Malham, Hana, Malyon, Felicity, Mandadapu, Vineela, Mandel, Laura, Mant, Sarah, Manton, Ruth, Maouche, Nadjoua, Maqbool, Muhammad G., Marchant, Gregory, Marinho, Mariana, Marks, David, Marner, Mike, Marr, Helen, Marshall, Gillian, Martin, Siobhan, Martin, Abigail, Marzolini, Maria, Mason, Kiara, Massie, Jonathan, Masson, Rebecca, Mathavan, Vidya, Mathew, Siju, Mathie, Judith, Mattocks, Lehenta, Maybury, Bernard, Mayer, Georgina, McAlister, Chyrelle, McAllister, Jo, McConnell, Stewart, McCracken, James, McCullagh, Liz, McCulloch, Rory, Mcdermott, Christopher, Mcdonald, Kerian, McGinniss, Laura, McGurk, Fiona, McIlwain, Jessica, McIver, Kirsten, Mckay, Pam, McKenna, Lorraine, Mclornan, Donal, McMahon, Coalon, McNeice, Linda, McNeill, Susan, McNickle, Molly, McQueen, Fiona, McRae, Simon, McTaggart, Bobby, Mehew, Jenny, Mehra, Varnn, Melly, Michelle, Menichelli, Tara, Micklethwatte, Ken, Mihailescue, Loredana, Mijovic, Aleksander, Millband, Hannah, Miller, Lucy, Millien, Samuel T., Milnthorpe, James, Minson, Adrian, Molnar, Eva, Monsour, Marc, Moody, Mary, Moon, Rebecca, Moore, Sally, Moore, Katy, Morgan, Kelly, Morralley, Rebecca, Morris, Denise, Morris, Kirk, Morrison, Nicole, Moss, Merinda, Mughal, Muhammad, Muir, Paul, Mukkath, David, Mulla, Aasiyu, Mulligan, Stephen, Mullings, Joanne, Mulqueen, Angela, Muluey, Caitlin, Murdoch, Sarah, Murrani, Sura, Murthy, Vidhya, Musngi, Jimmy, Mustafa, Nadreen, Mynes, Tracey, Nalpantidis, Anastasios, Nandurkar, Harshal, Nardone, Linda, Nasari, Latifa, Nash, Monica, Naylor, Georgina, Ngu, Loretta, Nguethina, Melissa, Nguyen, John, Nguyen, Joseph, Nichol, Wendy, Nicholls, Emma, Nicole, Catherine S., Nicolson, Phillip, Nielson, David, Nikolousis, Emmanouil, Nix, Georgina, Njoku, Rita, Norman, Jane, Norman, Amy, Norris, Phoebe, North, Daniel, Norwood, Megan, Notcheva, Gaynor, Novitzky-Basso, Igor, Nyaboko, Joseph, Nygren, Maria, Obu, Ingrid, O'Connell, Siobhan, O'Connor, Jody, O'Kelly, Deanna, O'Niell, Aideen, Ony, Jeremy, Oo, Kathy, Oo, April, Oppermann, Anne, Orr, Ruth, O'Sullivan, Mary, Page, Jennifer, Palfreyman, Emma, Paneesha, Shankaranarayana, Panicker, Shyam, Parbutt, Catherine, Parigi, Elesha, Paris, Gemma, Parker, Tracey, Parnell, Caroline, Parrish, Christopher, Parsons, Alex, Pasat, Mioara, Patel, Natasha, Patel, Vijay, Patel, Pooja, Patel, Chaya, Pati, Nalini, Patterson, Andrea, Paul, Lauren, Payet, Danielle, Payne, Elspeth, Peachey, Victoria, Pearson, Amanda, Peniket, Andy, Percy, Laura, Pereyra, Millicent, Pervaiz, Omer, Phalod, Gunjan D, Pham, Anh, Pho, Jason, Pickard, Keir, Pidcock, Michael, Piggin, Anna, Pishyar, Yalda, Pocock, Abigail, Pol, Ranjendres, Polzella, Paolo, Poolan, Sonia, Portingale, Vicki, Posnett, Claire, Potluri, Sandeep, Potter, Victoria, Pratt, Guy, Prodger, Catherine, Pueblo, Andres, Puliyayil, Anish, Puvanakumar, Pratheepan, Qadri, Abdul, Quach, Hang, Quinn, Michael, Rafferty, Mark, Rahman, Marzia, Raj, Kavita, Raj, Sonia, Rajendran, Ramina, Ramanan, Radha, Ramasamy, Karthik, Rampotas, Alexandros, Ranchhod, Natasha, Rashid, Sabia, Ratanjee, Sunita, Rathore, Gurpreet, Ratnasingam, Sumita, Rayat, Manjit, Rayner, Michael, Reddell-Denton, Rebecca, Redding, Nicola, Reddy, Udaya, Rehman, Atique, Rice, Carol, Riches, Iwona, Rider, Thomas, Riley, John, Rinaldi, Ciro, Roberts, Kayleigh, Roberts, Andrew, Robertson, Bryony, Robertson, Peter, Robinson, Dan, Robinson, Rebecca, Robjohns, Emma, Robledo, Laura, Rodrigues, Ana, Rofe, Chris, Roff, Bridie, Rogers, Rachel, Rolt, Jill, Rooney, Carmela, Rose, Kathy, Rose, Hannah, Ross, David, Rouf, Shahara, Rourke, Claire, Routledge, David, Ruggiero, Janet, Rule, Simon, Rumsey, Richard, Sagge, Cherry, Saldhana, Helen, Salisbury, Richard, Salisbury, Sarah, Salvaris, Ross, Sanders, Kay, Sangombe, Mirriam, Sanigorska, Anna, Santos, Kristine, Sarkis, Taylah, Sarma, Anita, Saunders, Natalie, Schmidt, Kara, Schmidtmann, Anja, Schumacher, Ann, Scorer, Tom Scorer, Scott, Asleigh, Seath, Ingrid, Sejman, Frances, Selim, Adrian, Shamim, Nadia, Shan, Jocelyn, Shanmuganathan, Naranie, Shanmugaranjan, Shaminie, Sharpe, Michelle, Sharpley, Faye, Shaw, Emma, Sheath, Cara, Sheehy, Oonagh, Shen, Vivian, Sherbide, Solomon, Sheridan, Mathew, Sheridan, Jane, Sheridon, Matthew, Shields, Tracy, Sim, Hau V, Sim, Shirlene, Sims, Matt, Singaraveloo, Lydia, Singh, Gurcharan, Singh, Jasmine, Sladesal, Shree, Sloan, Andrew, Slobodian, Peter, Smith, Sophie, Smith, Sarit, Smith, Claire, Smith, Alastair, Smith, Neil, Snowden, Katherine, Solis, Joel, Somios, Denise, Soo, Jade, Spanevello, Michelle, Spaulding, Madeleie, Spence, Laura, Spillane, Liz, Spiteri, Alisha, Sprigg, Naomi, Springett, Sally, Stafford, Lynn, Stainthorp, Katherine, Stark, Kate, Steeden, Louise, Stephen, Ella, Stephenson, Aisling, Stewart, Andrew, Stewart, Orla, Stobie, Emma, Stokes, Chelsea, Streater, Jacqui, Suddens, Charlie-Marie, Suntharalingam, Surenthini, Surana, Narinder, Sutherland, Robyn, Sutherland, Antony, Sutton, David, Sweeney, Connor, Sweet, Reilly, Szucs, Aniko P, Taheri, Leila E., Tailor, Hinesh, Tam, Constantine, Tambakis, George, Tamplin, Mary, Tan, Chee, Tan, Sui, Tan, Joanne, Tan, Zhi, Taran, Tatiana, Tarpey, Fiona, Taseka, Angela, Tasker, Suzy, Tatarczuch, Maciej, Tayabali, Sarrah, Taylor, Hannah, Taylor, Robert, Taylor, Melaine, Taylor-Moore, Ella, Teasdale, Lesley, Tebbet, Elizabeth, Tedjasepstra, Aditya, Tedjaseputra, Aditya, Tepkumkun, Oummy, Terpstra, Andrew, Thomas, Wayne, Thomas, Shanice, Thompson, Rachel, Thornton, Thomas, Thorp, Bronwyn, Thrift, Moi Yap, Thwaites, Phillipa, Timbres, Jasmine, Tindall, Lauren, Tiong, Ing Soo, Tippler, Nicole, Todd, Tony, Todd, Shirley, Toghill, Neil, Tomlinson, Eve, Tooth, Jacinta, Topp, M., Trail, Nicola, Tran, Nguyen, Tran, Elizabeth, Tran, Vi, Treder, Bona, Tribbeck, Michelle, Trochowski, Siobhan, Truslove, Maria, Tse, Tsun, Tseu, Bing, Tucker, David, Turner, Kelly, Turner, Dianne, Turner, Herleen, Turner, Gillian, Twohig, Julie, Tylee, Thomas, Uhe, Micheleine, Underhill, Lauren, V, Joanne, Van der Vliet, Georgina, Van Tonder, Tina, VanderWeyden, Carrie, Varghese, Jerry, Vaughan, Lachlan, Veale, David, Vickaryyous, Nicky, Vince, Kathryn, Von Welligh, Jacoba, Vora, Sona, Wadehra, Karan, Walker, Rebecca, Walker, Stephen, Wallace, Roslyn, Wallniosve, Stephanie, Wallwork, S., Walmsley, Zoe, Walters, Fiona, Wang, Joyce, Wang, Angela, Wang, Chen, Wanyika, Mercy, Warcel, Dana, Wardrobe, Katrina, Warnes, Kristian, Waterhouse, Christopher, Waterworth, Adam, Watson, Caroline, Watson, Edmund, Watts, Emily, Weaver, Emma, Weber, Nicholas, Webley, Kaytie, Welford, Anna, Wells, Matt, Westbury, Sarah, Westcott, Jackie, Western, Robyn, Weston, Julia, White, Jessica, White, Phillipa, Whitehead, Anna, Whitehouse, James, Wieringa, Samantha, Willan, John, Williams, Sandra, Williams, Bethany, Williamson, Stephanie, Willoughby, Brett, Wilmot, Gail, Wilmott, Rosalind, Wilson, Joanna, Wilson, Emma, Wilson, Suzy, Wilson, Heather, Wilson, Caroline, Wilson, Tanya, Wilton, Margaret, Wiltshire, Paula, Wincup, Joanne, Wolf, Julia, Wong, Henna, Wong, Cyndi, Wong, Daniel, Wong, Jonathan, Wong, Shi Qin, Wood, Sarah, Wood, Henry, Wooding, Jackie, Woolley, Kelly, Wright, Myles, Wynn-Williams, Roland, Yannakou, Costas, Yeoh, Zhi Han, Yeung, David, Young, Agnes, Yuen, Flora, Yuen, Agnes, Zaja, Oliver, Zhang, Xiao-Yin, and Zhang, Mei

Published
2025
Full Text
View/download PDF

4. Interaction Energies on Noisy Intermediate-Scale Quantum Computers

Author

Loipersberger, Matthias, Malone, Fionn D., Welden, Alicia R., Parrish, Robert M., Fox, Thomas, Degroote, Matthias, Kyoseva, Elica, Moll, Nikolaj, Santagati, Raffaele, and Streif, Michael

Subjects
Quantum Physics
Abstract

The computation of interaction energies on noisy intermediate-scale quantum (NISQ) computers appears to be challenging with straightforward application of existing quantum algorithms. For example, use of the standard supermolecular method with the variational quantum eigensolver (VQE) would require extremely precise resolution of the total energies of the fragments to provide for accurate subtraction to the interaction energy. Here we present a symmetry-adapted perturbation theory (SAPT) method that may provide interaction energies with high quantum resource efficiency. Of particular note, we present a quantum extended random-phase approximation (ERPA) treatment of the SAPT second-order induction and dispersion terms, including exchange counterparts. Together with previous work on first-order terms, this provides a recipe for complete SAPT(VQE) interaction energies up to second order. The SAPT interaction energy terms are computed as first-level observables with no subtraction of monomer energies invoked, and the only quantum observations needed are the the VQE one- and two-particle density matrices. We find empirically that SAPT(VQE) can provide accurate interaction energies even with coarsely optimized, low circuit depth wavefunctions from the quantum computer, simulated through ideal statevectors. The errors on the total interaction energy are orders of magnitude lower than the corresponding VQE total energy errors of the monomer wavefunctions., Comment: 38 pages, 6 primary figures

Published
2022

5. Collaborative Assessment of Molecular Geometries and Energies from the Open Force Field

Author

D’Amore, Lorenzo, Hahn, David F, Dotson, David L, Horton, Joshua T, Anwar, Jamshed, Craig, Ian, Fox, Thomas, Gobbi, Alberto, Lakkaraju, Sirish Kaushik, Lucas, Xavier, Meier, Katharina, Mobley, David L, Narayanan, Arjun, Schindler, Christina EM, Swope, William C, Veld, Pieter J in ’t, Wagner, Jeffrey, Xue, Bai, and Tresadern, Gary

Subjects
Medicinal and Biomolecular Chemistry, Chemical Sciences, Generic health relevance, Thermodynamics, Ligands, Proteins, Physical Phenomena, Theoretical and Computational Chemistry, Computation Theory and Mathematics, Medicinal & Biomolecular Chemistry, Medicinal and biomolecular chemistry, Theoretical and computational chemistry
Abstract

Force fields form the basis for classical molecular simulations, and their accuracy is crucial for the quality of, for instance, protein-ligand binding simulations in drug discovery. The huge diversity of small-molecule chemistry makes it a challenge to build and parameterize a suitable force field. The Open Force Field Initiative is a combined industry and academic consortium developing a state-of-the-art small-molecule force field. In this report, industry members of the consortium worked together to objectively evaluate the performance of the force fields (referred to here as OpenFF) produced by the initiative on a combined public and proprietary dataset of 19,653 relevant molecules selected from their internal research and compound collections. This evaluation was important because it was completely blind; at most partners, none of the molecules or data were used in force field development or testing prior to this work. We compare the Open Force Field "Sage" version 2.0.0 and "Parsley" version 1.3.0 with GAFF-2.11-AM1BCC, OPLS4, and SMIRNOFF99Frosst. We analyzed force-field-optimized geometries and conformer energies compared to reference quantum mechanical data. We show that OPLS4 performs best, and the latest Open Force Field release shows a clear improvement compared to its predecessors. The performance of established force fields such as GAFF-2.11 was generally worse. While OpenFF researchers were involved in building the benchmarking infrastructure used in this work, benchmarking was done entirely in-house within industrial organizations and the resulting assessment is reported here. This work assesses the force field performance using separate benchmarking steps, external datasets, and involving external research groups. This effort may also be unique in terms of the number of different industrial partners involved, with 10 different companies participating in the benchmark efforts.

Published
2022

6. Hematopoietic stem cell transplantation for CTLA-4 insufficiency across Europe: A European Society for Blood and Marrow Transplantation Inborn Errors Working Party study

Author

Tsilifis, Christo, Speckmann, Carsten, Lum, Su Han, Fox, Thomas A., Soler, Adriana Margarit, Mozo, Yasmina, Corral, Dolores, Ewins, Anna-Maria, Hague, Rosie, Oikonomopoulou, Christina, Kałwak, Krzysztof, Drabko, Katarzyna, Wynn, Robert, Morris, Emma C., Elcombe, Suzanne, Bigley, Venetia, Lougaris, Vassilios, Malagola, Michele, Hauck, Fabian, Sedlacek, Petr, Laberko, Alexandra, Tjon, Jennifer M.L., Buddingh, Emilie P., Wehr, Claudia, Grimbacher, Bodo, Gennery, Andrew R., Lankester, Arjan C., Albert, Michael H., Neven, Bénédicte, and Slatter, Mary A.

Published
2024
Full Text
View/download PDF

7. Towards the Simulation of Large Scale Protein-Ligand Interactions on NISQ-era Quantum Computers

Author

Malone, Fionn D., Parrish, Robert M., Welden, Alicia R., Fox, Thomas, Degroote, Matthias, Kyoseva, Elica, Moll, Nikolaj, Santagati, Raffaele, and Streif, Michael

Subjects
Quantum Physics, Physics - Chemical Physics
Abstract

We explore the use of symmetry-adapted perturbation theory (SAPT) as a simple and efficient means to compute interaction energies between large molecular systems with a hybrid method combing NISQ-era quantum and classical computers. From the one- and two-particle reduced density matrices of the monomer wavefunctions obtained by the variational quantum eigensolver (VQE), we compute SAPT contributions to the interaction energy [SAPT(VQE)]. At first order, this energy yields the electrostatic and exchange contributions for non-covalently bound systems. We empirically find from ideal statevector simulations that the SAPT(VQE) interaction energy components display orders of magnitude lower absolute errors than the corresponding VQE total energies. Therefore, even with coarsely optimized low-depth VQE wavefunctions, we still obtain sub kcal/mol accuracy in the SAPT interaction energies. In SAPT(VQE), the quantum requirements, such as qubit count and circuit depth, are lowered by performing computations on the separate molecular systems. Furthermore, active spaces allow for large systems containing thousands of orbitals to be reduced to a small enough orbital set to perform the quantum portions of the computations. We benchmark SAPT(VQE) (with the VQE component simulated by ideal state-vector simulators) against a handful of small multi-reference dimer systems and the iron center containing human cancer-relevant protein lysine-specific demethylase 5 (KDM5A)., Comment: 16 pages, 4 figures, plus supplemental data

Published
2021

8. Towards gene therapy for CTLA4 insufficiency

Author

Fox, Thomas Andrew

Abstract

Heterozygous mutations in CTLA4 result in an inborn error of immunity (IEI) with a severe clinical phenotype. Autologous T cell gene therapy may offer a cure without the immunological complications of allogeneic stem cell transplantation. The mutational landscape and requirement for tight regulation of CTLA4 make viral gene addition approaches unappealing. Gene editing strategies permit alteration of CTLA4 while retaining the endogenous gene control machinery. We set out to devise a CRISPR/Cas9/AAV6 gene editing strategy to correct CTLA4 insufficiency in T cells. We designed several homology directed repair (HDR) editing strategies that would correct the genetic defect. We first assessed correction of an individual point mutation. We then evaluated several universal strategies that enable correction of most disease-causing mutations with a single edit; the first that inserts the CTLA4 cDNA in exon 1, and a second that inserts the CTLA4 cDNA at the 3'end of the first intron of CTLA4. Superior editing efficiencies were obtained with the intronic approach compared to the other editing strategies and this strategy was then further evaluated. CTLA4 function and expression kinetics were assessed following editing using flow cytometry-based assays. Functional studies using CTLA4 transendocytosis (TE) assays, demonstrated restoration of CD80 and CD86 internalization in the edited CD4+ T cells. Following gene editing, transgene expression kinetics were comparable to healthy control CD4+ T cells. Gene editing of T cells isolated from patients with CTLA4 insufficiency restored CTLA4 expression and rescued transendocytosis of CD80 and CD86 in vitro. Using a similar approach, gene corrected T cells from CTLA4 -/- mice engrafted in immunodeficient mice at clinically relevant frequencies and prevented lymphoproliferation in an in vivo murine model of CTLA4 insufficiency. These results demonstrate the feasibility of a novel therapeutic approach using T cell gene therapy for CTLA4 insufficiency.

Published
2022

9. iNNk: A Multi-Player Game to Deceive a Neural Network

Author

Villareale, Jennifer, Acosta-Ruiz, Ana, Arcaro, Samuel, Fox, Thomas, Freed, Evan, Gray, Robert, Löwe, Mathias, Nuchprayoon, Panote, Sladek, Aleksanteri, Weigelt, Rush, Li, Yifu, Risi, Sebastian, and Zhu, Jichen

Subjects
Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence
Abstract

This paper presents iNNK, a multiplayer drawing game where human players team up against an NN. The players need to successfully communicate a secret code word to each other through drawings, without being deciphered by the NN. With this game, we aim to foster a playful environment where players can, in a small way, go from passive consumers of NN applications to creative thinkers and critical challengers.

Published
2020

10. Natural killer cell responses during SARS-CoV-2 infection and vaccination in people living with HIV-1

Author

Alrubayyi, Aljawharah, Touizer, Emma, Hameiri-Bowen, Dan, Charlton, Bethany, Gea-Mallorquí, Ester, Hussain, Noshin, da Costa, Kelly A. S., Ford, Rosemarie, Rees-Spear, Chloe, Fox, Thomas A., Williams, Ian, Waters, Laura, Barber, Tristan J., Burns, Fiona, Kinloch, Sabine, Morris, Emma, Rowland-Jones, Sarah, McCoy, Laura E., and Peppa, Dimitra

Published
2023
Full Text
View/download PDF

15. Assessing the accuracy of octanol–water partition coefficient predictions in the SAMPL6 Part II log P Challenge

Author

Işık, Mehtap, Bergazin, Teresa Danielle, Fox, Thomas, Rizzi, Andrea, Chodera, John D, and Mobley, David L

Subjects
Bioengineering, Cyclohexanes, Models, Chemical, Molecular Dynamics Simulation, Molecular Structure, Octanols, Quantum Theory, Solubility, Solvents, Thermodynamics, Water, Octanol-water partition coefficient, log P, Blind prediction challenge, SAMPL, Free energy calculations, Solvation modeling, Octanol–water partition coefficient, log P, Medicinal and Biomolecular Chemistry, Theoretical and Computational Chemistry, Medicinal & Biomolecular Chemistry
Abstract

The SAMPL Challenges aim to focus the biomolecular and physical modeling community on issues that limit the accuracy of predictive modeling of protein-ligand binding for rational drug design. In the SAMPL5 log D Challenge, designed to benchmark the accuracy of methods for predicting drug-like small molecule transfer free energies from aqueous to nonpolar phases, participants found it difficult to make accurate predictions due to the complexity of protonation state issues. In the SAMPL6 log P Challenge, we asked participants to make blind predictions of the octanol-water partition coefficients of neutral species of 11 compounds and assessed how well these methods performed absent the complication of protonation state effects. This challenge builds on the SAMPL6 p[Formula: see text] Challenge, which asked participants to predict p[Formula: see text] values of a superset of the compounds considered in this log P challenge. Blind prediction sets of 91 prediction methods were collected from 27 research groups, spanning a variety of quantum mechanics (QM) or molecular mechanics (MM)-based physical methods, knowledge-based empirical methods, and mixed approaches. There was a 50% increase in the number of participating groups and a 20% increase in the number of submissions compared to the SAMPL5 log D Challenge. Overall, the accuracy of octanol-water log P predictions in SAMPL6 Challenge was higher than cyclohexane-water log D predictions in SAMPL5, likely because modeling only the neutral species was necessary for log P and several categories of method benefited from the vast amounts of experimental octanol-water log P data. There were many highly accurate methods: 10 diverse methods achieved RMSE less than 0.5 log P units. These included QM-based methods, empirical methods, and mixed methods with physical modeling supported with empirical corrections. A comparison of physical modeling methods showed that QM-based methods outperformed MM-based methods. The average RMSE of the most accurate five MM-based, QM-based, empirical, and mixed approach methods based on RMSE were 0.92 ± 0.13, 0.48 ± 0.06, 0.47 ± 0.05, and 0.50 ± 0.06, respectively.

Published
2020

16. Attenuated humoral responses in HIV after SARS-CoV-2 vaccination linked to B cell defects and altered immune profiles

Author

Touizer, Emma, Alrubayyi, Aljawharah, Ford, Rosemarie, Hussain, Noshin, Gerber, Pehuén Pereyra, Shum, Hiu-Long, Rees-Spear, Chloe, Muir, Luke, Gea-Mallorquí, Ester, Kopycinski, Jakub, Jankovic, Dylan, Jeffery-Smith, Anna, Pinder, Christopher L., Fox, Thomas A., Williams, Ian, Mullender, Claire, Maan, Irfaan, Waters, Laura, Johnson, Margaret, Madge, Sara, Youle, Michael, Barber, Tristan J., Burns, Fiona, Kinloch, Sabine, Rowland-Jones, Sarah, Gilson, Richard, Matheson, Nicholas J., Morris, Emma, Peppa, Dimitra, and McCoy, Laura E.

Published
2023
Full Text
View/download PDF

17. Allogeneic stem cell transplantation compared to conservative management in adults with inborn errors of immunity

Author

Cheminant, Morgane, Fox, Thomas A., Alligon, Mickael, Bouaziz, Olivier, Neven, Bénédicte, Moshous, Despina, Blanche, Stéphane, Guffroy, Aurélien, Fieschi, Claire, Malphettes, Marion, Schleinitz, Nicolas, Perlat, Antoinette, Viallard, Jean-François, Dhedin, Nathalie, Sarrot-Reynauld, Françoise, Durieu, Isabelle, Humbert, Sébastien, Fouyssac, Fanny, Barlogis, Vincent, Carpenter, Benjamin, Hough, Rachael, Laurence, Arian, Marçais, Ambroise, Chakraverty, Ronjon, Hermine, Olivier, Fischer, Alain, Burns, Siobhan O., Mahlaoui, Nizar, Morris, Emma C., and Suarez, Felipe

Published
2023
Full Text
View/download PDF

19. Differences in CD80 and CD86 transendocytosis reveal CD86 as a key target for CTLA-4 immune regulation

Author

Kennedy, Alan, Waters, Erin, Rowshanravan, Behzad, Hinze, Claudia, Williams, Cayman, Janman, Daniel, Fox, Thomas A., Booth, Claire, Pesenacker, Anne M., Halliday, Neil, Soskic, Blagoje, Kaur, Satdip, Qureshi, Omar S., Morris, Emma C., Ikemizu, Shinji, Paluch, Christopher, Huo, Jiandong, Davis, Simon J., Boucrot, Emmanuel, Walker, Lucy S. K., and Sansom, David M.

Published
2022
Full Text
View/download PDF

21. Retrospective, Landmark Analysis of Long-term Adult Morbidity Following Allogeneic HSCT for Inborn Errors of Immunity in Infancy and Childhood

Author

Day, James W., Elfeky, Reem, Nicholson, Bethany, Goodman, Rupert, Pearce, Rachel, Fox, Thomas A., Worth, Austen, Booth, Claire, Veys, Paul, Carpenter, Ben, Hough, Rachael, Gaspar, H. Bobby, Titman, Penny, Ridout, Deborah, Workman, Sarita, Hernandes, Fernando, Sandford, Kit, Laurence, Arian, Campbell, Mari, Burns, Siobhan O., and Morris, Emma C.

Published
2022
Full Text
View/download PDF

22. Pre-Transplant Immune Dysregulation Predicts for Poor Outcome Following Allogeneic Haematopoietic Stem Cell Transplantation in Adolescents and Adults with Inborn Errors of Immunity (IEI).

Author

Fox, Thomas A., Massey, Valerie, Lever, Charley, Pearce, Rachel, Laurence, Arian, Grace, Sarah, Oliviero, Filippo, Workman, Sarita, Symes, Andrew, Lowe, David M., Fiaccadori, Valeria, Hough, Rachael, Tadros, Susan, Burns, Siobhan O., Seidel, Markus G., Carpenter, Ben, and Morris, Emma C.

Abstract

Allogeneic haematopoietic stem cell transplantation (alloHSCT) is safe and effective for adolescents and adults with inborn errors of immunity (IEI) with severe disease manifestations of their disease. The haematopoietic cell transplantation comorbidity index (HCT-CI) score predicts transplant survival in non-malignant diseases, including IEIs. We hypothesised that immune dysregulation pre-transplant may also influence transplant outcomes. We calculated the pre-transplant immune dysregulation and disease activity score (IDDA v2.1) for 82 adolescent and adult IEI patients (aged ≥ 13 years). Three-year overall survival (OS) for the whole cohort was 90% (n = 82) with a median follow up of 44.7 months (range 8.4 to 225.8). Events were defined as acute graft-versus-host disease (GvHD) grades II or above, chronic GvHD of any grade, graft failure, or death from any cause. Three-year event free survival (EFS) for the whole cohort was 72%. In multivariable analysis the IDDA v2.1 score pre-transplant and HCT-CI score significantly impacted OS (hazard ratio 1.08, p = 0.028) and EFS (hazard ratio 1.04, p = 0.0005). Importantly, 35% of this cohort had a high IDDA v2.1 score (≥ 15) and low HCT-CI score (< 3) suggesting that the risks of alloHSCT may be underestimated in a proportion of patients with IEI if the HCT-CI score is used alone. These findings support the potential for improved outcomes following successful modulation of immune dysregulation pre-transplant. The IDDA v2.1 score has utility as an objective measurement of pre-transplant immune dysregulation providing additional information reagrding the risks and potential complications of alloHSCT in an individual IEI patient. [ABSTRACT FROM AUTHOR]

Published
2025
Full Text
View/download PDF

28. ITK Deficiency

Author

Fox, Thomas G., de la Morena, M Teresa, Section editor, Nelson, Robert P., Jr., Section editor, Orange, Jordan Scott, editor, Chinen, Javier, editor, MacKay, Ian R., Series Editor, and Rose, Noel R., Series Editor

Published
2020
Full Text
View/download PDF

30. Outcomes of patients with hematologic malignancies and COVID-19: a systematic review and meta-analysis of 3377 patients

Author

Vijenthira, Abi, Gong, Inna Y., Fox, Thomas A., Booth, Stephen, Cook, Gordon, Fattizzo, Bruno, Martín-Moro, Fernando, Razanamahery, Jerome, Riches, John C., Zwicker, Jeff, Patell, Rushad, Vekemans, Marie Christiane, Scarfò, Lydia, Chatzikonstantinou, Thomas, Yildiz, Halil, Lattenist, Raphaël, Mantzaris, Ioannis, Wood, William A., and Hicks, Lisa K.

Published
2020
Full Text
View/download PDF

31. Forest soil classification for intensive pine plantation management: “Site Productivity Optimization for Trees” system

Author

Cook, Rachel, primary, Fox, Thomas R., additional, Allen, Howard Lee, additional, Cohrs, Chris W., additional, Ribas-Costa, Vicent, additional, Trlica, Andrew, additional, Ricker, Matthew, additional, Carter, David R., additional, Rubilar, Rafael, additional, Campoe, Otávio, additional, Albaugh, Timothy J., additional, Kleto, Pete, additional, O’Brien, Ed, additional, and McEachern, Kirk, additional

Published
2024
Full Text
View/download PDF

33. Induced $fac-mer$ rearrangements in {M(CO)$_3$}$^{+}$ complexes (M = Re, $^{99(m)}$Tc) by a PNP ligand

Author

Besmer, Manuel Luca; https://orcid.org/0000-0003-4768-0149, Schwitter, Flurina, Battistin, Federica; https://orcid.org/0000-0002-6518-9129, Braband, Henrik; https://orcid.org/0000-0001-5539-0745, Fox, Thomas, Spingler, Bernhard; https://orcid.org/0000-0003-3402-2016, Alberto, Roger; https://orcid.org/0000-0001-5978-3394, Besmer, Manuel Luca; https://orcid.org/0000-0003-4768-0149, Schwitter, Flurina, Battistin, Federica; https://orcid.org/0000-0002-6518-9129, Braband, Henrik; https://orcid.org/0000-0001-5539-0745, Fox, Thomas, Spingler, Bernhard; https://orcid.org/0000-0003-3402-2016, and Alberto, Roger; https://orcid.org/0000-0001-5978-3394

Abstract

The fac–mer isomerisation in [MX$_{3}$(CO)$_{3}$]$^{2−}$ (M = Re, $^{99}$Tc) is induced by a PNP pincer-type ligand in the presence of a halide scavenger. The adaptation to the aqueous and saline chemistry of $^{99m}$Tc yields mer-[$^{99m}$Tc(PNP)(CO)$_{3}$]$^{+}$.

Published
2024

34. MAGT1 Deficiency

Author

Fox, Thomas G., de la Morena, M Teresa, Section editor, Nelson, Robert P., Jr., Section editor, Orange, Jordan Scott, editor, Chinen, Javier, editor, MacKay, Ian R., Series Editor, and Rose, Noel R., Series Editor

Published
2020
Full Text
View/download PDF

35. Sr. Marie de Paul Combo: 'Fun nun' and 'fool for Christ' dies at 99

Author

Fox, Thomas C.

Subjects
Combo, Marie de Paul, Nuns, Philosophy and religion
Abstract

Sister of Charity Marie de Paul Combo, known for her warmth, passion for social justice and independence of mind, made it clear to her community members that she desired 'no [...]

Published
2024

39. Diet and mobility

Author

Hamilton, Derek, primary, Fox, Thomas G.B., additional, Adams, Sophia, additional, Alexander, Michelle, additional, Sayle, Kerry L., additional, and Steinke, Katharine, additional

Published
2021
Full Text
View/download PDF

46. 6 Sachverzeichnis

Author

Bienz, Stefan, additional, Bigler, Laurent, additional, Fox, Thomas, additional, and Meier, Herbert, additional

Published
2021
Full Text
View/download PDF

47. Anschriften

Author

Bienz, Stefan, additional, Bigler, Laurent, additional, Fox, Thomas, additional, and Meier, Herbert, additional

Published
2021
Full Text
View/download PDF

49. Contributors

Author

Chang, Yeh-Chung, primary, Barbas, Andrew, additional, Dara, Jasmeen, additional, Dvorak, Christopher C., additional, Patel, Neil, additional, Green, Abby, additional, Madan, Rebecca Pellett, additional, Danziger-Isakov, Lara A., additional, Michaels, Marian G., additional, Green, Michael D., additional, Marón Alfaro, Gabriela M., additional, Gans, Hayley A., additional, Estabrook, Michele, additional, Ardura, Monica I., additional, Fisher, Brian T., additional, Sung, Lillian, additional, Posfay-Barbe, Klara M., additional, Halasa, Natasha, additional, Kelly, Matthew S., additional, Silverman, Michael A., additional, Wolf, Joshua, additional, Gerber, Jeffrey S., additional, Smith, Michael J., additional, Akinboyo, Ibukunoluwa C., additional, Nolt, Dawn, additional, Gonzalez, Blanca E., additional, Arshad, Mehreen, additional, Nowalk, Andrew, additional, Tamma, Pranita D., additional, Dulek, Daniel, additional, Statler, Victoria A., additional, Munoz, Flor M., additional, Lin, Philana Ling, additional, Sharma, Tanvi, additional, Gross, Thomas, additional, Allen, Upton D., additional, Muller, William J., additional, Herold, Betsy C., additional, Lugo, Debra J., additional, Zerr, Danielle M., additional, Waghmare, Alpana, additional, Englund, Janet A., additional, Florescu, Diana F., additional, Stohs, Erica J., additional, Laskin, Benjamin L., additional, Hirsch, Hans H., additional, Steinbach, William J., additional, Wattier, Rachel L., additional, Schuster, Jennifer E., additional, Lee, Philip, additional, Goldman, David L., additional, Christenson, John C., additional, Fox, Thomas G., additional, Chen, Sharon F., additional, Paulsen, Grant C., additional, Sue, Paul K., additional, Burton, Catherine, additional, Hanisch, Benjamin, additional, Gonzalez, Ivan A., additional, Stillwell, Terri, additional, Yildirim, Inci, additional, Doby Knackstedt, Elizabeth, additional, Mayer Arispe, Erick F., additional, and Shane, Andi L., additional

Published
2021
Full Text
View/download PDF

50. 4 Mass Spectrometry

Author

Bienz, Stefan, additional, Bigler, Laurent, additional, Fox, Thomas, additional, and Meier, Herbert, additional

Published
2021
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results