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273 results on '"Karar, A."'

4. Five-year recurrence/survival after pancreatoduodenectomy for pancreatic adenocarcinoma: does pre-existing diabetes matter? Results from the Recurrence After Whipple's (RAW) study

Author

Rajagopalan, Ashray, primary, Aroori, Somaiah, additional, Russell, Thomas B., additional, Labib, Peter L., additional, Ausania, Fabio, additional, Pando, Elizabeth, additional, Roberts, Keith J., additional, Kausar, Ambareen, additional, Mavroeidis, Vasileios K., additional, Marangoni, Gabriele, additional, Thomasset, Sarah C., additional, Frampton, Adam E., additional, Lykoudis, Pavlos, additional, Maglione, Manuel, additional, Alhaboob, Nassir, additional, Bari, Hassaan, additional, Smith, Andrew M., additional, Spalding, Duncan, additional, Srinivasan, Parthi, additional, Davidson, Brian R., additional, Bhogal, Ricky H., additional, Dominguez, Ismael, additional, Thakkar, Rohan, additional, Gomez, Dhanny, additional, Silva, Michael A., additional, Lapolla, Pierfrancesco, additional, Mingoli, Andrea, additional, Porcu, Alberto, additional, Shah, Nehal S., additional, Hamady, Zaed Z.R., additional, Al-Sarrieh, Bilal, additional, Serrablo, Alejandro, additional, Croagh, Daniel, additional, Gonzalez-Abos, Carolina, additional, Fernandes, Nair, additional, Moller, Elsa Garcia, additional, Taboada, Cristina Dopazo, additional, Roberts, Keith, additional, Pande, Rupaly, additional, Alfarah, Jameel, additional, Bandyopadhyay, Samik, additional, Abdelrahim, Ahmed, additional, Khan, Ayesha, additional, Jordan, Caitlin, additional, Rees, Jonathan R.E., additional, Blege, Harry, additional, Thomasset, Sarah, additional, Cambridge, William, additional, White, Olga, additional, Frampton, Adam, additional, Blacker, Sarah, additional, Blackburn, Jessie, additional, Sweeney, Casie, additional, Field, Daniel, additional, Gouda, Mohammed, additional, Bellotti, Ruben, additional, Hamid, Hytham K.S., additional, Ahmed, Hassan, additional, Smith, Andrew, additional, Moriarty, Catherine, additional, White, Louise, additional, Priestley, Mark, additional, Bode, Kerry, additional, Sharp, Judith, additional, Wragg, Rosie, additional, Jackson, Beverley, additional, Craven, Samuel, additional, Fehervari, Matyas, additional, Pai, Madhava, additional, Alghazawi, Laith, additional, Onifade, Anjola, additional, Ribaud, Julliette, additional, Nair, Ashitha, additional, Mariathasan, Michael, additional, Grayson, Niamh, additional, Davidson, Brian, additional, Pericleous, Stephanos, additional, Patel, Krishna, additional, Shaw, Conrad, additional, Morare, Nolitha, additional, Zaban, Mohamad Khish, additional, Bhogal, Ricky, additional, Doyle, Joseph, additional, Rajagopalan, Ashray, additional, Guerrero, Alan, additional, Moguel, Andre, additional, Chan, Carlos, additional, Jones, Michael, additional, Buckley, Edward, additional, Akter, Nasreen, additional, Treherne, Kyle, additional, Gordon, Gregory, additional, Silva, Michael, additional, Hughes, Daniel, additional, Urbonas, Tomas, additional, Brachini, Gioia, additional, Caronna, Roberto, additional, Chirletti, Piero, additional, Perra, Teresa, additional, Shah, Nehal Sureshkumar, additional, Abd Kahar, Nurul Nadhirah, additional, Hall, Thomas, additional, Nadeem, Nabeegh, additional, Hamady, Zaed, additional, Karar, Shoura, additional, Arshad, Ali, additional, Yarwood, Adam, additional, Hammoda, Mohammed, additional, Artigas, Maria, additional, Paterna-López, Sandra, additional, Streeter, Adam, additional, Denson, Jemimah, additional, Puckett, Mark, additional, Zhou, Shang-Ming, additional, and Browning, Matthew, additional

Published
2024
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6. Long-term stability of clinical-grade lentiviral vectors for cell therapy

Author

Jadlowsky, Julie K., primary, Leskowitz, Rachel, additional, McKenna, Stephen, additional, Karar, Jayashree, additional, Ma, Yujie, additional, Dai, Anlan, additional, Plesa, Gabriela, additional, Chen, Fang, additional, Alexander, Kathleen, additional, Petrella, Jennifer, additional, Gong, Nan, additional, Hwang, Wei-Ting, additional, Farrelly, Olivia, additional, Barber-Rotenberg, Julie, additional, Christensen, Shannon, additional, Gonzalez, Vanessa E., additional, Chew, Anne, additional, Fraietta, Joseph A., additional, and June, Carl H., additional

Published
2024
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14. An optimal network constraint-based joint expansion planning model for modern distribution networks with multi-types intermittent RERs

Author

Siyu Zhou, Yang Han, Ping Yang, Karar Mahmoud, Matti Lehtonen, Mohamed M.F. Darwish, Amr S. Zalhaf, University of Electronic Science and Technology of China, Department of Electrical Engineering and Automation, Aalto-yliopisto, and Aalto University

Subjects
Graph theory, Intermittent RER, Network constraint, renewable energies, Renewable Energy, Sustainability and the Environment, Fictitious load, Multiple scenarios
Abstract

Publisher Copyright: © 2022 Currently, distribution systems are continuously evolving towards modern and flexible structures while integrating promising renewable energy resources (RERs). In this regard, an optimal network constraint-based expansion planning model combined with an optimal integration framework of intermittent RERs is proposed in this work to improve the topological flexibility in modern distribution networks (DNs). Specifically, the best investment locations and times of substations, lines, and RER-based distributed generations (DGs) are jointly taken into consideration. Additionally, the uncertainty-based multiple scenarios are modeled by probability distribution functions to strengthen the robustness and reliability of DNs influenced by the stochastic of renewable energy and load behavior. The novel network constraint is combined with three levels, where the first level introduces the graph theory to guarantee the radiality topology of modern DNs. In the second level of the network constraint, graph theory and fictitious load theory are collaboratively applied to ensure that each subsystem has a reserve connection interconnected to other subsystems. The third level is modifying the conventional fictitious load theory to ensure each subsystem is linked with at least one DG. The proposed planning model is driven by the minimum present value of total cost, including investment cost of branches, DGs, and substations, cost of substations operation, the electricity purchasing cost of substations and DGs, power losses cost, and environmental penalty cost of conventional generators. Numerical results are presented to verify that a more flexible and resilient topology of the DN system is obtained, and criteria evaluation is introduced to validate its higher performance with respect to existing procedures from power supplied quality, environmental burden, and supplied flexibility three aspects.

Published
2022
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17. Serious complications of pancreatoduodenectomy correlate with lower rates of adjuvant chemotherapy: Results from the recurrence after Whipple's (RAW) study

Author

Russell, Thomas B., primary, Labib, Peter L., additional, Ausania, Fabio, additional, Pando, Elizabeth, additional, Roberts, Keith J., additional, Kausar, Ambareen, additional, Mavroeidis, Vasileios K., additional, Marangoni, Gabriele, additional, Thomasset, Sarah C., additional, Frampton, Adam E., additional, Lykoudis, Pavlos, additional, Maglione, Manuel, additional, Alhaboob, Nassir, additional, Bari, Hassaan, additional, Smith, Andrew M., additional, Spalding, Duncan, additional, Srinivasan, Parthi, additional, Davidson, Brian R., additional, Bhogal, Ricky H., additional, Croagh, Daniel, additional, Dominguez, Ismael, additional, Thakkar, Rohan, additional, Gomez, Dhanny, additional, Silva, Michael A., additional, Lapolla, Pierfrancesco, additional, Mingoli, Andrea, additional, Porcu, Alberto, additional, Shah, Nehal S., additional, Hamady, Zaed Z.R., additional, Al-Sarrieh, Bilal, additional, Serrablo, Alejandro, additional, Aroori, Somaiah, additional, Russell, Thomas B., additional, Streeter, Adam, additional, Denson, Jemimah, additional, Puckett, Mark, additional, Zhou, Shang-Ming, additional, Browning, Matthew, additional, Roberts, Keith, additional, Thomasset, Sarah, additional, Frampton, Adam, additional, Smith, Andrew, additional, Davidson, Brian, additional, Bhogal, Ricky, additional, Silva, Michael, additional, Shah, Nehal Sureshkumar, additional, Hamady, Zaed, additional, Gonzalez-Abos, Carolina, additional, Fernandes, Nair, additional, Moller, Elsa Garcia, additional, Taboada, Cristina Dopazo, additional, Pande, Rupaly, additional, Alfarah, Jameel, additional, Bandyopadhyay, Samik, additional, Abdelrahim, Ahmed, additional, Khan, Ayesha, additional, Jordan, Caitlin, additional, Rees, Jonathan R.E., additional, Blege, Harry, additional, Cambridge, William, additional, White, Olga, additional, Blacker, Sarah, additional, Blackburn, Jessie, additional, Sweeney, Casie, additional, Field, Daniel, additional, Gouda, Mohammed, additional, Bellotti, Ruben, additional, Hamid, Hytham K.S., additional, Ahmed, Hassan, additional, Moriarty, Catherine, additional, White, Louise, additional, Priestley, Mark, additional, Bode, Kerry, additional, Sharp, Judith, additional, Wragg, Rosie, additional, Jackson, Beverley, additional, Craven, Samuel, additional, Fehervari, Matyas, additional, Pai, Madhava, additional, Alghazawi, Laith, additional, Onifade, Anjola, additional, Ribaud, Julliette, additional, Nair, Ashitha, additional, Mariathasan, Michael, additional, Grayson, Niamh, additional, Pericleous, Stephanos, additional, Patel, Krishna, additional, Shaw, Conrad, additional, Morare, Nolitha, additional, Zaban, Mohamad Khish, additional, Doyle, Joseph, additional, Guerrero, Alan, additional, Moguel, Andre, additional, Chan, Carlos, additional, Jones, Michael, additional, Buckley, Edward, additional, Akter, Nasreen, additional, Treherne, Kyle, additional, Gordon, Gregory, additional, Hughes, Daniel, additional, Urbonas, Tomas, additional, Brachini, Gioia, additional, Caronna, Roberto, additional, Chirletti, Piero, additional, Perra, Teresa, additional, Abd Kahar, Nurul Nadhirah, additional, Hall, Thomas, additional, Nadeem, Nabeegh, additional, Karar, Shoura, additional, Arshad, Ali, additional, Yarwood, Adam, additional, Hammoda, Mohammed, additional, Artigas, Maria, additional, and Paterna-López, Sandra, additional

Published
2023
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20. Serious complications of pancreatoduodenectomy correlate with lower rates of adjuvant chemotherapy: Results from the recurrence after Whipple's (RAW) study

Author

Thomas B. Russell, Peter L. Labib, Fabio Ausania, Elizabeth Pando, Keith J. Roberts, Ambareen Kausar, Vasileios K. Mavroeidis, Gabriele Marangoni, Sarah C. Thomasset, Adam E. Frampton, Pavlos Lykoudis, Manuel Maglione, Nassir Alhaboob, Hassaan Bari, Andrew M. Smith, Duncan Spalding, Parthi Srinivasan, Brian R. Davidson, Ricky H. Bhogal, Daniel Croagh, Ismael Dominguez, Rohan Thakkar, Dhanny Gomez, Michael A. Silva, Pierfrancesco Lapolla, Andrea Mingoli, Alberto Porcu, Nehal S. Shah, Zaed Z.R. Hamady, Bilal Al-Sarrieh, Alejandro Serrablo, Somaiah Aroori, Adam Streeter, Jemimah Denson, Mark Puckett, Shang-Ming Zhou, Matthew Browning, Keith Roberts, Sarah Thomasset, Adam Frampton, Andrew Smith, Brian Davidson, Ricky Bhogal, Michael Silva, Nehal Sureshkumar Shah, Zaed Hamady, Carolina Gonzalez-Abos, Nair Fernandes, Elsa Garcia Moller, Cristina Dopazo Taboada, Rupaly Pande, Jameel Alfarah, Samik Bandyopadhyay, Ahmed Abdelrahim, Ayesha Khan, Caitlin Jordan, Jonathan R.E. Rees, Harry Blege, William Cambridge, Olga White, Sarah Blacker, Jessie Blackburn, Casie Sweeney, Daniel Field, Mohammed Gouda, Ruben Bellotti, Hytham K.S. Hamid, Hassan Ahmed, Catherine Moriarty, Louise White, Mark Priestley, Kerry Bode, Judith Sharp, Rosie Wragg, Beverley Jackson, Samuel Craven, Matyas Fehervari, Madhava Pai, Laith Alghazawi, Anjola Onifade, Julliette Ribaud, Ashitha Nair, Michael Mariathasan, Niamh Grayson, Stephanos Pericleous, Krishna Patel, Conrad Shaw, Nolitha Morare, Mohamad Khish Zaban, Joseph Doyle, Alan Guerrero, Andre Moguel, Carlos Chan, Michael Jones, Edward Buckley, Nasreen Akter, Kyle Treherne, Gregory Gordon, Daniel Hughes, Tomas Urbonas, Gioia Brachini, Roberto Caronna, Piero Chirletti, Teresa Perra, Nurul Nadhirah Abd Kahar, Thomas Hall, Nabeegh Nadeem, Shoura Karar, Ali Arshad, Adam Yarwood, Mohammed Hammoda, Maria Artigas, and Sandra Paterna-López

Subjects
Oncology, Surgery, General Medicine
Published
2023
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29. Predictors of actual five-year survival and recurrence after pancreatoduodenectomy for ampullary adenocarcinoma: results from an international multicentre retrospective cohort study

Author

Thomas B. Russell, Peter L. Labib, Jemimah Denson, Fabio Ausania, Elizabeth Pando, Keith J. Roberts, Ambareen Kausar, Vasileios K. Mavroeidis, Gabriele Marangoni, Sarah C. Thomasset, Adam E. Frampton, Pavlos Lykoudis, Manuel Maglione, Nassir Alhaboob, Hassaan Bari, Andrew M. Smith, Duncan Spalding, Parthi Srinivasan, Brian R. Davidson, Ricky H. Bhogal, Daniel Croagh, Ismael Dominguez, Rohan Thakkar, Dhanny Gomez, Michael A. Silva, Pierfrancesco Lapolla, Andrea Mingoli, Alberto Porcu, Nehal S. Shah, Zaed Z.R. Hamady, Bilal Al-Sarrieh, Alejandro Serrablo, Somaiah Aroori, Adam Streeter, Mark Puckett, Matthew G. Browning, Carolina González-Abós, Nair Fernandes, Elsa G. Moller, Cristina D. Taboada, Rupaly Pande, Jameel Alfarah, Samik Bandyopadhyay, Ahmed Abdelrahim, Ayesha Khan, Caitlin Jordan, Jonathan R.E. Rees, Collaborator: Harry Blege, Sarah Thomasset, William Cambridge, Olga White, Adam Frampton, Sarah Blacker, Jessie Blackburn, Casie Sweeney, Daniel Field, Mohammed Gouda, Ruben Bellotti, Hytham K.S. Hamid, Hassan Ahmed, Andrew Smith, Catherine Moriarty, Louise White, Mark Priestley, Kerry Bode, Judith Sharp, Rosie Wragg, Beverley Jackson, Samuel Craven, Matyas Fehervari, Madhava Pai, Laith Alghazawi, Anjola Onifade, Julliette Ribaud, Ashitha Nair, Michael Mariathasan, Niamh Grayson, Brian Davidson, Stephanos Pericleous, null Krishna Patel, Conrad Shaw, Nolitha Morare, Mohamad K. Zaban, Ricky Bhogal, Joseph Doyle, Alan Guerrero, Andre Moguel, Carlos Chan, Michael Jones, Edward Buckley, Nasreen Akter, Kyle Treherne, Gregory Gordon, Michael Silva, Daniel Hughes, Tomas Urbonas, Gioia Brachini, Roberto Caronna, Piero Chirletti, Teresa Perra, Nurul N. Abd Kahar, Thomas Hall, Nabeegh Nadeem, Zaed Hamady, Shoura Karar, Ali Arshad, Adam Yarwood, Mohammed Hammoda, Maria Artigas, and Sandra Paterna-López

Subjects
Hepatology, Gastroenterology
Published
2023
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30. A new mobile application of agricultural pests recognition using deep learning in cloud computing system

Author

Mohamed Esmail Karar, Sultan Refa Alotaibi, Fahad Alsunaydi, and Sultan Albusaymi

Subjects
Faster R-CNN, Computer science, 020209 energy, Greenhouse, Cloud computing, 02 engineering and technology, Agricultural engineering, 01 natural sciences, Convolutional neural network, 010305 fluids & plasmas, Crop pest, 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, Productivity, Artificial neural network, business.industry, Deep learning, General Engineering, Smart agriculture, Engineering (General). Civil engineering (General), Backpropagation, Agriculture, Artificial intelligence, TA1-2040, business
Abstract

Agricultural pests cause between 20 and 40 percent loss of global crop production every year as reported by the Food and Agriculture Organization (FAO). Therefore, smart agriculture presents the best option for farmers to apply artificial intelligence techniques integrated with modern information and communication technology to eliminate these harmful insect pests. Consequently, the productivity of their crops can be increased. Hence, this article introduces a new mobile application to automatically classify pests using a deep-learning solution for supporting specialists and farmers. The developed application utilizes faster region-based convolutional neural network (Faster R-CNN) to accomplish the recognition task of insect pests based on cloud computing. Furthermore, a database of recommended pesticides is linked with the detected crop pests to guide the farmers. This study has been successfully validated on five groups of pests; called Aphids, Cicadellidae, Flax Budworm, Flea Beetles, and Red Spider. The proposed Faster R-CNN showed highest accurate recognition results of 99.0% for all tested pest images. Moreover, our deep learning method outperforms other previous recognition methods, i.e., Single Shot Multi-Box Detector (SSD) MobileNet and traditional back propagation (BP) neural networks. The main prospect of this study is to realize our developed application for on-line recognition of agricultural pests in both the open field such as large farms and greenhouses for specific crops.

Published
2021
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35. Comparative efficacy of conventional vs new chemistry insecticides against mango thrips, scirtothrips dorsalis hood (Thripidae: Thysanoptera)

Author

Karar, Haider, primary, Javed, Muhammad Umar, additional, Yaseen, Muhammad, additional, Bashir, Muhammad Amjad, additional, Sajjad, Asif, additional, Essa, Muhammad, additional, Wajid, Muhammad, additional, Mubashir, Muhammad, additional, Mustafa, Ghulam, additional, Zubair, Muhammad, additional, Alreshaidan, Salwa, additional, Atta, Sagheer, additional, Ibrahim, Muhammad, additional, and Alajmi, Reem A., additional

Published
2022
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37. A multiple uncertainty-based Bi-level expansion planning paradigm for distribution networks complying with energy storage system functionalities

Author

Siyu Zhou, Yang Han, Shuheng Chen, Ping Yang, Karar Mahmoud, Mohamed M.F. Darwish, Lehtonen Matti, and Amr S. Zalhaf

Subjects
General Energy, Mechanical Engineering, Building and Construction, Electrical and Electronic Engineering, Pollution, Industrial and Manufacturing Engineering, Civil and Structural Engineering
Published
2023
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38. Precise transformer fault diagnosis via random forest model enhanced by synthetic minority over-sampling technique

Author

Prasojo, Rahman Azis, Putra, Muhammad Akmal A., Ekojono, Apriyani, Meyti Eka, Rahmanto, Anugrah Nur, Ghoneim, Sherif S.M., Mahmoud, Karar, Lehtonen, Matti, Darwish, Mohamed M.F., Politeknik Negeri Malang, Taif University, Power Systems and High Voltage Engineering, Department of Electrical Engineering and Automation, Benha University, Aalto-yliopisto, and Aalto University

Subjects
Dissolved gas analysis, Duval pentagon method, Power transformer, Energy Engineering and Power Technology, Electrical and Electronic Engineering, SMOTE, Random forest
Abstract

Funding Information: The authors appreciate Taif University Researchers Supporting Project TURSP 2020/34, Taif University, Taif, Saudi Arabia for supporting this work. Further, this study is partly funded by DIPA Polinema. Publisher Copyright: © 2023 Power transformers are considered one of the power system's most critical and expensive assets. In this regard, it is vital to assess the fault within the power transformer considering numerous operational aspects. In the literature, dissolved gas analysis (DGA) is the routine in-service test for power transformers and one of the most important tests to ensure sufficient system reliability. Specifically, this test can detect dissolved gases in transformer oil which are then interpreted to detect the fault type of the transformer. Previous studies reported that the graphical Duval pentagon is one of the most accurate and consistent DGA interpretation techniques. However, it still has limitations on the complexity of the implementation in large amounts of data. To cover these issues, this study mitigates the limitation and complexity of implementing the graphical Duval Pentagon Method (DPM) in large amounts of data. To reach this goal, we develop a precise machine-learning-based fault identification model by employing the Random Forest algorithm with Synthetic minority over-sampling technique (SMOTE) preprocessing. The proposed Random Forest models with SMOTE perform satisfactorily in diagnosing faults for the evaluation dataset, with a total accuracy of 96.2% for DPM1 and 96.5% for DPM2. The proposed models were also compared to other machine learning algorithms, performing better both in classification accuracy and consistency due to uncertainty.

Published
2023
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39. Farmers’ knowledge, perception and management of mango mealy bug, Drosicha mangiferae Green (Hemiptera: Monophlebidae), on Mangifera indica in Punjab, Pakistan

Author

Rania Haddadi, Dina M. Metwally, Muneeba Haider, Reem A. Alajmi, Haider Karar, Samad Raza, Muhammad Amjad Bashir, Ali Bakhsh, and Najeeba Haider

Subjects
Integrated pest management, Mango, Insecticides, biology, QH301-705.5, biology.organism_classification, Pest management, Hemiptera, Drosicha mangiferae, Toxicology, Positive response, Indigenous knowledge, Lack of knowledge, Mangifera, Monophlebidae, PEST analysis, Biology (General), General Agricultural and Biological Sciences
Abstract

In 2004–05, during the December to February about 141 mango farmers were interviewed during peak activity of mango mealy bug in southern Punjab, Pakistan. The objective was to know the farmers’ knowledge, perceptions and practices in the management of mango mealy bug. Most of the farmers (94.33%) reported that Chaunsa variety (king of all mango varieties) was susceptible to mango and irrigation water was the major source of flare up of this pest. Basudin and Supracide were the most commonly used insecticides as 72.92 and 51.77 percent farmers gave positive response and grease bands were applied for the control of mango mealy bug by the majority of the respondents. Hundred percent yield losses was told by 22.7 percent respondents whereas 75 percent, 50 percent and 25 percent losses were reported by 39.7, 31.9 and 14.2 insecticidal spray did not show satisfaction to the respondents for the control of fertilized females of mango mealy bug coming down from the trees. Lack of knowledge about the pest, lack of money, adulterated and shortage of pesticides, lack of unity amongst farmers Further the growers’ views were tested in the field for confirmation and small land holdings were the main constraints for the control of mango mealy bug.

Published
2021
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44. Effects of hospital facilities on patient outcomes after cancer surgery: an international, prospective, observational study

Author

Knight, Stephen R, primary, Shaw, Catherine A, additional, Pius, Riinu, additional, Drake, Thomas M, additional, Norman, Lisa, additional, Ademuyiwa, Adesoji O, additional, Adisa, Adewale O, additional, Aguilera, Maria Lorena, additional, Al-Saqqa, Sara W, additional, Al-Slaibi, Ibrahim, additional, Bhangu, Aneel, additional, Biccard, Bruce M, additional, Brocklehurst, Peter, additional, Costas-Chavarri, Ainhoa, additional, Chu, Kathryn, additional, Dare, Anna, additional, Elhadi, Muhammed, additional, Fairfield, Cameron J, additional, Fitzgerald, J Edward, additional, Ghosh, Dhruv, additional, Glasbey, James, additional, van Berge Henegouwen, Mark I., additional, Ingabire, J.C. Allen, additional, Kingham, T Peter, additional, Lapitan, Marie Carmela, additional, Lawani, Ismaïl, additional, Lieske, Bettina, additional, Lilford, Richard, additional, Martin, Janet, additional, McLean, Kenneth A, additional, Moore, Rachel, additional, Morton, Dion, additional, Nepogodiev, Dmitri, additional, Ntirenganya, Faustin, additional, Pata, Francesco, additional, Pinkney, Thomas, additional, Qureshi, Ahmad Uzair, additional, Ramos-De la Medina, Antonio, additional, Riad, Aya, additional, Salem, Hosni Khairy, additional, Simões, Joana, additional, Spence, Richard, additional, Smart, Neil, additional, Tabiri, Stephen, additional, Thomas, Hannah, additional, Weiser, Thomas G, additional, West, Malcolm, additional, Whitaker, John, additional, Harrison, Ewen M, additional, Gjata, Arben, additional, Modolo, Maria Marta, additional, King, Sebastian, additional, Chan, Erick, additional, Nahar, Sayeda Nazmun, additional, Waterman, Ade, additional, Vervoort, Dominique, additional, Bedada, Alemayehu Ginbo, additional, De Azevedo, Bernardo, additional, Figueiredo, Ana Gabriela, additional, Sokolov, Manol, additional, Barendegere, Venerand, additional, Ekwen, Gerald, additional, Agarwal, Arnav, additional, Liu, Qinyang, additional, Camilo Correa, Juan, additional, Malemo, Kalisya Luc, additional, Bake, Jacques, additional, Mihanovic, Jakov, additional, Kunčarová, Kamila, additional, Orhalmi, Julius, additional, Salem, Hosni, additional, Teras, Jyri, additional, Kechagias, Aristotelis, additional, Arnaud, Alexis P, additional, Lindert, Judith, additional, Kalles, Vasileios, additional, Aguilera-Arevalo, Maria-Lorena, additional, Recinos, Gustavo, additional, Baranyai, Zsolt, additional, Kumar, Basant, additional, Neelamraju Lakshmi, Harish, additional, Zachariah, Sanoop Koshy, additional, Alexander, Philip, additional, Kumar Venkatappa, Sunil, additional, Pramesh, C, additional, Amandito, Radhian, additional, Fleming, Christina, additional, Ansaloni, Luca, additional, Pellino, Gianluca, additional, Altibi, Ahmed M., additional, Nour, Ibrahim, additional, Hamdun, Intisar, additional, Ghellai, Ali M., additional, Venskutonis, Donatas, additional, Poskus, Tomas, additional, Zilinskas, Justas, additional, Malemia, Precious, additional, Tew, Yong Yong, additional, Borg, Elaine, additional, Ellul, Sarah, additional, Wafqui, fatima Zahraa, additional, Borowski, David W, additional, van Dalen, Anne Sophie, additional, Wells, Cameron, additional, Adamou, Harissou, additional, Ademuyiwa, Adesoji, additional, Adisa, Adewale, additional, Søreide, Kjetil, additional, Al Saqqa, Sara, additional, Alser, Osaid, additional, Tahboub, Haya, additional, Segovia Lohse, Helmut Alfredo, additional, Shu Yip, Sebastian, additional, Major, Piotr, additional, Sampaio Soares, António, additional, Bratu, Matei Razvan, additional, Litvin, Andrey, additional, Vardanyan, Armen, additional, Allen Ingabire, JC, additional, Gudal, Ahmad, additional, Albati, Naif, additional, Juloski, Jovan, additional, Rems, Miran, additional, Rayne, Sarah, additional, Van Straten, Stephanie, additional, Moodley, Yoshan, additional, Ortega Vázquez, Irene, additional, Ruiz-Tovar, Jaime, additional, Senanayake, Kithsiri Janakantha, additional, Thalgaspitiya, Sujeewa Priyantha Bandara, additional, Omer, Omer Abdelbagi, additional, Homeida, Anmar, additional, Cengiz, Yucel, additional, Clerc, Daniel, additional, Alshaar, Muhammad, additional, Bouaziz, Hanen, additional, Altinel, Yuksel, additional, Doe, Matthew, additional, Freigofer, Maryna, additional, Teasdale, Ella, additional, Kabariti, Rakan, additional, Clements, Joshua Michael, additional, Knight, Stephen Richard, additional, Ashfaq, Ahsan, additional, Azodo, Ijeoma, additional, Wagner, Gabriela, additional, Trostchansky, Ivan, additional, Maimbo, Mayaba, additional, Linyama, David, additional, Nina, Helidon, additional, Zeko, Amanda, additional, Fermani, Claudio Gabriel, additional, Villalobos, Santiago, additional, Carballo, Federico, additional, Farina, Pablo, additional, Guckenheimer, Sebastian, additional, Dickfos, Marilla, additional, Ajmera, Ankit, additional, Chong, Chester, additional, Gourlay, Ralph, additional, Hussaini, Sikandar, additional, Lee, Yi Jia, additional, Majid, Adeeb, additional, Martin, Peter, additional, Miles, Rebecca, additional, Morris, Owen James, additional, Phua, Jamie, additional, Ridley, William, additional, Saluja, Tarunpreet, additional, Tan, Ryan Renxin, additional, Teh, Jen, additional, Wells, Anna, additional, Arora, Bharti, additional, Dollie, Qaasim, additional, Ho, Debbie, additional, Ma, Yanru, additional, Perera, Omattage Mahasha, additional, Truong, Anthony, additional, Dawson, Amanda Caroline, additional, Lim, Bryan, additional, Pahalawatta, Upuli, additional, Phan, Jacqueline, additional, Woon-Shoo-Tong, Xiao-Ming Sarah, additional, Yeoh, Andrea, additional, Charman, Lillian, additional, Drane, Andrew, additional, Laura, Sharon, additional, Lo, Charmaine Chu Wen, additional, Mozes, Amy, additional, Poon, Rita, additional, Tan, Hao Han, additional, Wall, Ellen, additional, Chopra, Prakshi, additional, De Giovanni, Jasmine, additional, Dhital, Bal, additional, Draganic, Brian, additional, Duller, Alexander, additional, Gani, Jonathan, additional, Goh, Yao Kuan, additional, Jeong, Jun Young, additional, McManus, Brendan, additional, Nagappan, Prakash, additional, Pockney, Peter, additional, Rugendyke, Anya, additional, Sarrami, Mahsa, additional, Smith, Stephen, additional, Wills, Vanessa, additional, Wong, Hsu Ven, additional, Ye, Geoffrey, additional, Zhang, Geoffrey, additional, Brooker, Ethan, additional, Feng, Daniel, additional, Lau, Bonnie, additional, Ngai, Carlin, additional, Birks, Sarah, additional, Gyorki, David, additional, Otero de Pablos, Jaime, additional, Abbosh, Ali, additional, Gillespie, Chris, additional, Mahmoud, Ahmed, additional, Kwan, Bianca, additional, Lawson, Joshua, additional, Warwick, Andrea, additional, Bingham, Janne, additional, Cockbain, Andrew J, additional, Dudi-Venkata, Nagendra Naidu, additional, Ellaby-Hall, Jordan, additional, Finlay, Ben, additional, Humphries, Emily, additional, Pisaniello, Jade, additional, Pisaniello, Monique, additional, Salih, Salma, additional, Sammour, Tarik, additional, Abd Wahab, Haidar Hadri, additional, De Silva, April, additional, Hayward, Nicola, additional, Iyer, Kartik, additional, Maddern, Guy, additional, Prevost, Gian Andrea, additional, Annapureddy, Naga, additional, Settipalli, Krishna Pranathi, additional, Yeo, Jeremy, additional, Hempenstall, Lucy, additional, Pham, Lily, additional, Purcell, Shaun, additional, Talavera, Cherry, additional, Vaska, Ashish I, additional, Chaggar, Gurpreet, additional, Chrapko, Phillip, additional, Cocco, Annelise, additional, Coulter-Nile, Sarah Michelle Crystal Jade, additional, Ctercteko, Grahame, additional, French, James, additional, Gong, Houchen, additional, Gosselink, Martijn, additional, Jegathees, Thuvarahan, additional, Jin, Ivan, additional, Kalachov, Michelle, additional, Kiefhaber, Kathryn, additional, Lee, Katherine, additional, Luong, Jason, additional, Phan, Steven, additional, Pleass, Henry, additional, Veale, Kelly, additional, Zeng, Zhi, additional, Au, Angela, additional, DeBiasio, Ashe, additional, Deng, Idy, additional, Myooran, Jananee, additional, Nair, Amrita, additional, Stewart, Peter, additional, Stift, Anton, additional, Unger, Lukas Walter, additional, Wimmer, Kerstin, additional, Ahmed, Nabila, additional, Hasan, Syed, additional, Rahman, Saber, additional, O'Shea, Margaret, additional, Padmore, Greg, additional, Peters, Adrian, additional, Perduca, Pietro, additional, Pulcina, Guenda, additional, Tinton, Nicolas, additional, Buxant, Frederic, additional, Dabin, Elsa, additional, Garofalo, Giulia, additional, Dossou, Francis, additional, Gnangnon, Freddy Houehanou Rodrigue, additional, Imorou Souaibou, Yacoubou, additional, 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additional, Prosper, Ngwang, additional, Umenze, Franklin, additional, Boutros, Marylise, additional, Caminsky, Natasha, additional, Dumitra, Sinziana, additional, Garfinkle, Richard, additional, Morency, Dominique, additional, Salama, Ebram, additional, Banks, Alexander, additional, Ferri, Lorenzo, additional, He, Haitian, additional, Katz, Amit, additional, Liberman, Alexander Sender, additional, Meterissian, Sarkis, additional, Pang, Allison, additional, Parvez, Elena, additional, Hameed, Usmaan, additional, Osman, Fahima, additional, Sequeira, Sangita, additional, Coburn, Natalie, additional, Jaffer, Alisha, additional, Karanicolas, Paul, additional, Mosseler, Matthew, additional, Musselman, Reilly, additional, Liu, Xinyuan, additional, Yip, Ching Wan, additional, Garces-Otero, Juan Sebastian, additional, Guzman, Carolina, additional, Sierra, Sebastian, additional, Uribe Valencia, Andres, additional, Cabrera Rivera, Paulo Andrés, additional, Camelo, Saul, additional, Gonzalez, Andrea, additional, González-Orozco, Alejandro, additional, Mosquera Paz, Manuel Santiago, additional, Perez Rivera, Carlos J-, additional, Gonzalez, Felipe, additional, Isaza-Restrepo, Andres, additional, Nino- Torres, Laura, additional, Arias Madrid, Natalia, additional, Mendoza Arango, Maria Clara, additional, Tsandiraki, Justin, additional, Jemendžić, Damir, additional, Kocman, Branislav, additional, Šuman, Oliver, additional, Canic, Renata, additional, Jurišić, Darko, additional, Karakas, Ivana, additional, Krizanovic Rupcic, Ana, additional, Pitlovic, Vlatka, additional, Samardžić, Josip, additional, Kopljar, Mario, additional, Bacic, Ivan, additional, Domini, Edgar, additional, Karlo, Robert, additional, Miljanić, Danijela, additional, Simic, Andrea, additional, Ahmed, Mariam, additional, Al Nassrallah, Majdi, additional, Altaf, Rabiya, additional, Amjad, Talal, additional, Eltoum, Ruba, additional, Haidar, Heba, additional, Hassan, Alhassan, additional, Khalil, Omar, additional, Qasem, Marwan, additional, Ramesh, Rommel, additional, Sajith, Gautham, additional, Wisal, Maham, additional, Žatecký, Jan, additional, Bujda, Michele, additional, Jirankova, Katerina, additional, Paclik, Ales, additional, Abdallah, Aya, additional, Abdulgawad Almogy, Mariam, additional, Ayman El-sawy, Esraa, additional, ElFayoumy, Ahmed Moustafa, additional, Elghareeb, Nourhan, additional, Esmat, Nourhan Ahmed, additional, Fadel, Ahmed, additional, Habater, Abdullah, additional, Hamdy, Heba, additional, Hefni, Amr, additional, Kamal, Marwa, additional, Mohamed Abobakr, Norhan, additional, Sayed, Ahmed, additional, Shaker, Nancy, additional, Taha, Ehab, additional, Tharwat, Hoda, additional, Zakaria, Omar, additional, Abdelmotaleb, Ibrahem, additional, Al-Dhufri, Ali, additional, Al-Himyari, Hamza S., additional, El sheikh, Enas, additional, Eldmaty, Asmaa, additional, Elkhalawy, Aya, additional, M.Elkhashen, Ahmed, additional, Magdy, Kithara, additional, Mostafa, Safa, additional, Sadia, Habib Doutoum, additional, Saleh, Mohamed mahmoud, additional, Samir, Dina, additional, Yahia Mohamed Ali, Mohamed, additional, A. Nassar, Mahmoud, additional, Abdelhady, Samar, additional, Abdelrazek, Aly, additional, Abdelsalam, Israa, additional, El-Sawy, Aya, additional, Essam, Eman, additional, Gadelkarim, Mohamed, additional, Ghaly, Khaled, additional, Hassabalnaby, Mohamed, additional, Masarani, Rana, additional, Mohamed Shaaban, Nourhan, additional, Sabry, Ahmed, additional, Salem, Menatalla, additional, Soliman, Nourhan Akram, additional, Zahran, Diaaaldin, additional, Abou El.soud, Moustafa Ramadan, additional, Badr, Esraa Tarek, additional, Borham, Hala, additional, Elmeslemany, Nehal, additional, Elsayed, Mohammad, additional, Elsherif, Fawzia, additional, Eslam, Sara, additional, Gaber, Gehad, additional, Ibrahim, Sondos, additional, Kamh, Yara, additional, Mahmoud, Abdelrahman, additional, Mohamed, Shimaa gamal, additional, Morshedy, Eman, additional, Omar, Cinderella, additional, Salem Soliman, Fatima, additional, Abdelkawy, Shaza, additional, Abdelmohsen, Naglaa, additional, Abdelshakour, Mahmoud, additional, Dahy, Ahmed, additional, Gamal, Norhan, additional, Gamal, Mohammed, additional, Hasan, Ahmad, additional, Hetta, Helal, additional, Mousa, Nehad, additional, Omar, Mohamed, additional, Rabie, Somia, additional, Saad, Mahmoud, additional, Saleh, Bakeer, additional, Sayed Mohamed, Marwa, additional, Shawqi, Muhammad, additional, Abdelhady Mousa, Heba, additional, Alnoury, Mostafa, additional, Elbealawy, Mohamed, additional, Elshafey, Ahmed, additional, Essam Ibrahim El Desouki Muhammad Ahmed, Muhammad, additional, Ghonaim, Mennatullah, additional, Hgag, Fawzy, additional, Ibrahim, Mohamed, additional, Morsy, Mahmoud, additional, Reda Loaloa, Mohamed, additional, Refaat, Ahmed, additional, Samir, Hadeer, additional, Shahien, Fatma, additional, Sobhy, Mohamed, additional, Sroor, Fathy, additional, Abdellatif, Esraa, additional, Adel, Marina, additional, Afifi, Amr Abdelghani, additional, Afifi, Eman, additional, Antaky, Marco, additional, Dawoud, Amr, additional, El Zoghby, Naira, additional, El-remaily, Amira, additional, Elzanfaly, Ali Abdelazez, additional, Gadallah, Ahmed, additional, Gamal, Fatma Alzahraa, additional, Hashem, Omar, additional, Medhat Youssef, Shrouk, additional, Muhammad Attyah, Aliaa, additional, Munir, Malak, additional, Shazly, Omar, additional, Taha, Esraa, additional, Wilson, Karim, additional, Adel, Sawsan, additional, Ali, Asmaa, additional, Eid, Esraa, additional, Elhelow, Esraa, additional, Elmahdy, Marwa, additional, Elshatby, Bassant, additional, Hossam el-din Zakaria, Amany, additional, Hossny, Ahmad, additional, Ibrahim, Eman, additional, M.Yonis, Ahmed, additional, Metwalli, Maram, additional, Yousry, Basant, additional, Zid, Esraa, additional, A Yacoub, Mina, additional, Abdelhakim, Ahmed, additional, Abouelsoad, Nervana, additional, Alkhatib, Mo'min, additional, Ashraf, Ahmed, additional, Ashraf, Alaa, additional, Elazab, Yasmin, additional, Elfanty, Mahmoud, additional, Elkabir, Osama, additional, Elsayed, Mai, additional, Elshimy, Ahmed, additional, Elsobky, Hager, additional, Eskander, John, additional, Gad, Ahmed, additional, Hamsho, Ward, additional, Khaled Abdelwahed, Noura, additional, Magdy, Menna, additional, Moharam, Dalia, additional, Osama, Abeer, additional, Ramadan, Shereen, additional, Roum, Radwa, additional, Sayed, Taqwa, additional, Shehada, Tarneem, additional, Zidan, Ahmed Mohy, additional, Abbas, Khalid, additional, Ali, Amr, additional, Attia, Mohamed, additional, Balata, Mohamed, additional, El Nakeeb, Ayman, additional, Elewaily, Mohamed Ibrahim Elsayed, additional, Elfallal, Ahmed, additional, Elfeki, Hossam, additional, Elkhadragy, Ahmed, additional, Emile, Sameh, additional, Ezzat, Helmy, additional, Hosni, Hasnaa, additional, Mansour, Islam, additional, Omar, Waleed, additional, Othman, Gehad, additional, Sadek, Kareem, additional, Shalaby, Mostafa, additional, Shehab-Eldeen, Noura, additional, Anas khalifa, Rawda, additional, Badr, Helmy, additional, Eldeep, Mostafa, additional, Eldeep, Ahmed, additional, Eldoseuky mohammed, Amany, additional, Khallaf, Salwa, additional, Magdy Hegazy, Eman, additional, Mahmoud, Rokia, additional, Mikhail, Pola, additional, Morsi, Mahmoud, additional, Mowafy, Sara, additional, Raafat, Dina, additional, Safy, Amina, additional, Sera, Marwa, additional, Sera, Ahmed shible, additional, AbdAllah, Mostafa Salim Mohamed, additional, Abdelkader, Muhammad, additional, Abdou, Abdulrahman Osama, additional, Ahmed, Ahmedgaber, additional, Gaafar, Shireen, additional, Ibrahim negm, Fatma, additional, Lapic, Mina, additional, Maher, Ahmed, additional, Mahmoud, Hagar, additional, Mostafa, Ahmed, additional, Samir, Mohamed, additional, Samy, Fatma, additional, Semeda, Nourhan, additional, Shalaby, Hind I., additional, El-taweel, Alaa, additional, Galal Elnagar, Ahmed, additional, Hemidan, Ahmed Gamal, additional, Hussein, Mohamed, additional, Kandil, Ahmed.A., additional, Moawad, Mf, additional, Nasser Hamamah, Ayat Allah, additional, Soliman, Mostafa, additional, Abdelkhalek, Mohamed, additional, Abdelmaksoud Tawakel, Noura, additional, Abdelwahed, Ahmed Mohamed, additional, Abdou, Alrawy, additional, Atallah, Khalid, additional, Elsherbeny, Mohammed Yasser, additional, Emara, Eman, additional, Hamdy, Mohamed, additional, Hamdy, Omar, additional, Haron, Amira, additional, Ismail, Salma, additional, Metwally, Islam Hany, additional, Mohamed Hamed Elgaml, Nihal, additional, Nassar, Ahmed, additional, Refky, Basel, additional, Sadek, Mirna, additional, Saleh, Mahmoud, additional, Yunes, Asmaa, additional, Zakaria, Mai, additional, Zuhdy, Mohammed, additional, Fayed, Notila, additional, Mohammed, Mohammed Mustafa Hassan, additional, Kütner, Sander, additional, Melnik, Priit, additional, Seire, Indrek, additional, Ümarik, Toomas, additional, Ainoa, Eppu, additional, Eerola, Verner, additional, Koppatz, Hanna, additional, Koskenvuo, Laura, additional, Sallinen, Ville, additional, Takala, Sini, additional, Katunin, Jevgeni, additional, Turunen, Arto, additional, Christou, Niki, additional, Mathonnet, Muriel, additional, Lavoue, Vincent, additional, Nyangoh Timoh, Krystel, additional, Soulabaille, Lucie, additional, Lesourd, Romain, additional, Merdrignac, Aude, additional, Sulpice, Laurent, additional, André, Benoît, additional, Chantalat, Elodie, additional, Vaysse, Charlotte, additional, Dousset, Bertrand, additional, Gaujoux, Sebastien, additional, Martin, Gregory, additional, Clonda, Octavian, additional, Juodis, Domantas, additional, Kienle, Klaus, additional, Mravik, Andras, additional, Palmer, Samuel, additional, Szabadhegyi, Gabor, additional, Agbeko, Anita Eseenam, additional, Gyabaah, Solomon, additional, Gyamfi, Frank Enoch, additional, Naabo, Nuhu, additional, Owusu senior, Atta, additional, Yorke, Joseph, additional, Owusu, Frank, additional, Abantanga, Francis, additional, Anyomih, Theophilus Teddy Kojo, additional, Muntaka, Abdul-Jalilu Mohammed, additional, 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Seshagiri, additional, S, Vinay, additional, Sajjan, Vinay, additional, Shenoy, Aneesh, additional, Shivashankar Chikkanayakanahalli, Santhosh, additional, Tharanath, Kavya, additional, V, Sushmita, additional, Adidharma, Peter, additional, Agarwal, Raksheeth, additional, Anggita Gultom, Phebe, additional, Arifin, Ghafur Rasyid, additional, Billy, Matthew, additional, Elfizri, Zatira, additional, Fahira, Alessa, additional, Felicia, Devi, additional, Gunardi, Triana Hardianti, additional, Johanna, Nadya, additional, Nugrahadi, Nadia Rahmadiani, additional, Panigoro, Sonar Soni, additional, Rahmayanti, Siti, additional, Sihotang, Retta Catherina, additional, Brata, Santi Yuanita, additional, Winoto, Hadi, additional, Barati, Nastaran, additional, Karami, Manoochehr, additional, Khorshidi, Hamidreza, additional, Naderifar, Homa, additional, Abdulla, Mazin A., additional, Coleman, Maggie, additional, Doherty, Ronan J, additional, Hannon, Rob, additional, Murphy, Brenda, additional, Stakelum, Aine, additional, Winter, Des, additional, Aljohmani, Lylas, additional, Farnan, Richard, additional, Seldon, Yeshey, additional, Tan, Tanna, additional, Varghese, Shriya, additional, Alherz, Mohammad, additional, Ather, Muaaz, additional, Bajilan, Mohammad, additional, Graziadei, Vivien, additional, Pilkington, Isobel, additional, Quidwai, Omar, additional, Ridgway, Paul, additional, Shiwani, Haaris, additional, Tahir, Abd al-Rahman, additional, Blunnie, Eimear, additional, Burke, Daniel, additional, Kennedy, Niall, additional, Macdonagh, Kate, additional, O'Neill, Maeve, additional, Rooney, Siobhan, additional, Falco, Giuseppe, additional, Ferrari, Guglielmo, additional, Mele, Simone, additional, Nita, Gabriela Elisa, additional, Ugoletti, Lara, additional, Zizzo, Maurizio, additional, Confalonieri, Gianmaria, additional, Pesenti, Giovanni, additional, Tagliabue, Fulvio, additional, Baronio, Gianluca, additional, Ongaro, Deborah, additional, Pata, Giacomo, additional, Compagnoni, Bruno, additional, Salvadori, Renato, additional, Taglietti, Lucio, additional, D'Alessandro, Nicola, additional, Di Lascio, Pierpaolo, additional, Pascale, Giovanni, additional, Bortolasi, Luca, additional, Campagnaro, Tommaso, additional, Carlini, Massimo, additional, Lisi, Giorgio, additional, Lombardi, Davide, additional, Pedrazzani, Corrado, additional, Spoletini, Domenico, additional, Turri, Giulia, additional, Violi, Paola, additional, Altomare, Donato Francesco, additional, Aquilino, Fabrizio, additional, Musa, Nicola, additional, Papagni, Vincenzo, additional, Picciariello, Arcangelo, additional, Vincenti, Leonardo, additional, Andreotti, Dario, additional, Occhionorelli, Savino, additional, Tondo, Matteo, additional, Basso, Stefano Maria Massimiliano., additional, Ubiali, Paolo, additional, Cirelli, Riccardo, additional, Maino, Marco Enrico Mario, additional, Piozzi, Guglielmo Niccolò, additional, Picone, Emanuele, additional, Scaramuzzo, Rosa, additional, Sinibaldi, Giovanni, additional, Amendola, Alfonso, additional, Anastasio, Lorenzo, additional, Bucci, Luigi, additional, Caruso, Emanuele, additional, Castaldi, Antonio, additional, Di Maso, Sara, additional, Dinuzzi, Vincenza Paola, additional, Esposito, Giovanni, additional, Gaudiello, Maria, additional, Giglio, Mariano Cesare, additional, Greco, Paola Antonella, additional, Luglio, Gaetano, additional, Manfreda, Andrea, additional, Marra, Ester, additional, Mastella, Federica, additional, Pagano, Gianluca, additional, Peltrini, Roberto, additional, Pepe, Vincenzo, additional, Sacco, Michele, additional, Sollazzo, Viviana, additional, Spiezio, Giovanni, additional, Cianchetti, Ettore, additional, Menduni, Nunzia, additional, Carvello, Michele Maria, additional, Di Candido, Francesca, additional, Spinelli, Antonino, additional, Corsi, Fabio, additional, Sorrentino, Luca, additional, Marino, Fabio, additional, Asti, Emanuele Luigi Giuseppe, additional, Bonavina, Luigi, additional, Rausa, Emanuele, additional, Asta, Martina, additional, Belli, Andrea, additional, Bianco, Francesco, additional, Cervone, Carmela, additional, Delrio, Paolo, additional, Falato, Armando, additional, Fares Bucci, Andrea, additional, Guarino, Rita, additional, Pace, Ugo, additional, Rega, Daniela, additional, De Luca, Emilia, additional, Gallo, Gaetano, additional, Sammarco, Giuseppe, additional, Sena, Giuseppe, additional, Vescio, Giuseppina, additional, Santandrea, Letizia, additional, Ugolini, Giampaolo, additional, Zattoni, Davide, additional, Chetta, Nicola, additional, Logrieco, Gaetano, additional, Vanella, Serafino, additional, Garulli, Gianluca, additional, Zanini, Nicola, additional, Bondurri, Andrea, additional, Cammarata, Francesco, additional, Colombo, Francesco, additional, Foschi, Diego, additional, Lamperti, Giulia Maria Beatrice, additional, Maffioli, Anna, additional, Sampietro, Gianluca Matteo, additional, Yakushkina, Al'ona, additional, Zaffaroni, Gloria, additional, Cicuttin, Enrico, additional, Sibilla, Maria Grazia, additional, Impellizzeri, Harmony, additional, Inama, Marco, additional, Moretto, Gianluigi, additional, Mochet, Sylvie, additional, Ponte, Elisa, additional, Usai, Antonella, additional, Mancini, Stefano, additional, Sagnotta, Andrea, additional, Solinas, Luigi, additional, Bolzonaro, Elisa, additional, Tamini, Nicolò, additional, Curletti, Gianluca, additional, Galleano, Raffaele, additional, Malerba, Michele, additional, Campanella, Sofia, additional, Cocorullo, Gianfranco, additional, Colli, Francesco, additional, De Marco, Paolino, additional, Falco, Nicolò, additional, Fontana, Tommaso, additional, Kamdem Mambou, Leonel jospin, additional, La Brocca, Antonella, additional, Licari, Leo, additional, Randisi, Brenda, additional, Rizzo, Giovanna, additional, Rotolo, Giulia, additional, Salamone, Giuseppe, additional, Tutino, Roberta, additional, Venturelli, Paolina, additional, Malabarba, Stefano, additional, Sgrò, Alessandro, additional, Vella, Ivan, additional, Cirillo, Bruno, additional, Crocetti, Daniele, additional, De Toma, Giorgio, additional, Lapolla, Pierfrancesco, additional, Mingoli, Andrea, additional, Sapienza, Paolo, additional, Belvedere, Angela, additional, Bianchini, Stefania, additional, Binetti, Margherita, additional, Birindelli, Arianna, additional, Tonini, Valeria, additional, Podda, Mauro, additional, Pulighe, Fabio, additional, De Rosa, Michele, additional, Bono, Lorenzo, additional, Borghi, Felice, additional, Geretto, Paolo, additional, Giuffrida, Maria Carmela, additional, Lauro, Corrado, additional, Marano, Alessandra, additional, Pellegrino, Luca, additional, Salusso, Paola, additional, Sasia, Diego, additional, Campanelli, Michela, additional, Realis Luc, Alberto, additional, Trompetto, Mario, additional, Cardia, Roberto, additional, Cillara, Nicola, additional, Giordano, Antonio Nicola, additional, Costanzo, Antonio, additional, Giovilli, Mario Alessandro, additional, Turati, Luca, additional, Canonico, Silvestro, additional, Sciaudone, Guido, additional, Selvaggi, Francesco, additional, Selvaggi, Lucio, additional, Albsoul, Nader, additional, AlBsoul, Ahmad, additional, Alkhatib, Ala'a Aldeen, additional, Alsallaq, Osama, additional, Amarin, Justin Z., additional, Ayoub, Rami, additional, Bsisu, Isam, additional, El Muhtaseb, M S, additional, Jabaiti, Mohammad, additional, Melhem, Jamal, additional, Qwaider, Yasmeen Z., additional, Salameh, Mohammad Hasan, additional, Suleihat, Ahmad, additional, Suradi, Haya H., additional, Alammarin, Mohammad, additional, Aljaafreh, Almoutuz, additional, Bani hani, Mohammad, additional, Bani hani, Zeina, additional, Bani Hani, Farah, additional, Fahmawee, Toqa, additional, Hamouri, Shadi, additional, Katanani, Cyrine, additional, Tawalbeh, Ra'fat, additional, Tawalbeh, Tamara, additional, Zawahrah, Hassan, additional, Abou Chaar, Mohamad K., additional, Abusalem, Lana, additional, Al-Masri, Mahmoud, additional, Al-Najjar, Hani, additional, Barghuthi, Lutfi, additional, Ahmed, Zahra, additional, Maulana, Adnan, additional, Ngotho, Omar, additional, Kamau, Charbel, additional, Stanley Mwenda, Aruyaru, additional, Bosire, Fridah, additional, Mwachiro, Elizabeth, additional, Parker, Robert, additional, Simel, Ian, additional, Sylvester, Kimutai, additional, Althini, Abdulmunem Ahmed Mustafa, additional, Elbarouni, Sofian, additional, Elbeshina, Aya Elseed, additional, Gwea, Ahmed, additional, Malek, Ans, additional, Masoud Farag, Wedad Albashir, additional, Abdalei, Abdulwahab, additional, Abdel Malik, Abu Baker, additional, Abo-khammash, Areej, additional, Abuhlaiga, Ma'aly, additional, Adnan, Nour, additional, Albaggar, Marwa, additional, Alfitory, Asma, additional, Aljanfi, Asma, additional, Almuzghi, Fakhruddin, additional, Altumei, Zohoor, additional, Alzabti, Fatima, additional, Ashoushan, Hana, additional, Assalhi, Mohamed, additional, Azzubia, Joma, additional, Bnhameida, Sondos, additional, Delhen, Malik, additional, Elshafei, Houssein, additional, Elteir, Hana, additional, Esbaga, Fatima, additional, Gobbi, Abdel Aziz, additional, Hamouda, Fatma, additional, Hilan, Hamdan, additional, Ismail, Rania, additional, Jebran, Fieruz, additional, Kasbour, Muataz, additional, Maderi, Galia, additional, Mohammad, Saja, additional, Mohammed, Burooj, additional, Murtadi, Habib, additional, Mustafa, Hamassat, additional, Rajab, Mohamed, additional, Trenba, Sarah, additional, Wafaa, Mariam, additional, Al Sagheir, Eman, additional, Almigheerbi, Alabas, additional, Alzahaf, Ahmed, additional, Bahroun, Sumayyah Ghayth, additional, Ben Dallah, Najah, additional, Elshaibani, Mahmoud, additional, Eswaye, Haitem, additional, Karar, Maha, additional, Omar, Samah, additional, Younes, Eman, additional, Younes, Maha, additional, Zreeg, Dafer, additional, Abujamra, Saleh, additional, Ashour, Firas, additional, Elgammudi, Mala, additional, Omar F. Aljadidi, Wesal, additional, Saddouh, Enas, additional, Sharif, Randa, additional, Alabuzidi, Aya, additional, Alwerfally, AbdulMawlay, additional, Aribi, Sarra, additional, Bibas, Fatma, additional, Elfaituri, Taha, additional, Elhajjaji, Yasmine, additional, Khaled, Ala, additional, Khalil, Wegdan, additional, Layas, Tesneem, additional, Soula, Enas, additional, Tarek, Ahmed, additional, Abu hallalah, Muad fathi khalleefah, additional, Ahmed, Hazem Abdelkarem, additional, Alsharef, Tagwa, additional, Ben Saoud, Abdulsalam Ali, additional, El Gharmoul, Tasnim, additional, Elhadi, Ahmed, additional, Elrais, Safa, additional, Shebani, Abdulhalim, additional, Zarti, Heba, additional, Zeiton, Asaid, additional, Ambrazevicius, Marijus, additional, Kaselis, Nerijus, additional, Stakyte, Migle, additional, Aliosin, Oleg, additional, Cizauskaite, Agne, additional, Dailidenas, Sarunas, additional, Eismontas, Vitalijus, additional, Kybransiene, Migle, additional, Nutautiene, Vitalija, additional, Samalavicius, Narimantas, additional, Simcikas, Dainius, additional, Slepavicius, Algirdas, additional, Tamosiunas, Albinas, additional, Ubartas, Nerijus, additional, Zeromskas, Paulius, additional, Bradulskis, Saulius, additional, Dainius, Edvinas, additional, Juočas, Juozas, additional, Kubiliute, Egle, additional, Kutkevičius, Juozas, additional, Opolskis, Aurimas, additional, Parseliunas, Audrius, additional, Subocius, Andrejus, additional, Virbickaite, Egle, additional, Zuikyte, Diana, additional, Bogusevicius, Algirdas, additional, Buzaite, Kristina, additional, Čepuliené, Daiva, additional, Cesleviciene, Ieva, additional, Cesna, Vaidotas, additional, Gribauskaite, Jolanta, additional, Ignatavicius, Povilas, additional, Jokubauskas, Mantas, additional, Liugailaitè, Monika, additional, Margelis, Ernest, additional, Mazelyte, Ruta, additional, Pankratjevaitè, Lina, additional, Pažusis, Matas, additional, Rackeviciute, Agne, additional, Saladyte, Justina, additional, Škimelytè, Monika, additional, Šlenfuktas, Vygintas, additional, Sudeikyte, Monika, additional, Tamelis, Algimantas, additional, Vanagas, Tomas, additional, Žumbakys, Žygimantas, additional, Atkociunas, Aivaras, additional, Dulskas, Audrius, additional, Kuliavas, Justas, additional, Birutis, Justas, additional, Paškevičius, Sigitas, additional, Šatkauskas, Mindaugas, additional, Danys, Donatas, additional, Jakubauskas, Matas, additional, Jakubauskiene, Lina, additional, Kryzauskas, Marius, additional, Lipnickas, Vytautas, additional, Makūnaitè, Gabija, additional, Rasoaherinomenjanahary, Fanjandrainy, additional, Rasolofonarivo, Herizo, additional, Samison, Luc Hervé, additional, Banda, Bitiel, additional, Msosa, Vanessa, additional, Ahmad Izzuddin, Ahmad Imran, additional, Das, Andre, additional, Gan, Ying Yee, additional, Shong Sheng, Tan, additional, Siaw, Jia yng, additional, Ab Rahim, Mohd Fadliyazid, additional, Abang Jamari, Dyg Zahratul Hamrak, additional, Che Husin, Nurfariza, additional, Kamarulzaman, Muhd Yusairi, additional, Lim, Yi Ping, additional, Mohamed Kamil, Nil Amri, additional, Mohd Hassan, Mohd Razeen, additional, Mohd Sahid, Saidah, additional, Mustafa, Johari, additional, Ng, Elaine Hui Been, additional, Wan Khazim, Wan Khamizar, additional, Chang Ern, Ng, additional, Lingeshan, P.g., additional, Sulaiman, Syariz Ezuan, additional, Ang, Sue Ean, additional, Bin Mohamad Sithik, Muhammad Navid, additional, Cheong, Yih Jeng, additional, Deva Tata, Mahadevan, additional, Jia Xian, Law, additional, Kadravello, Aravinthan, additional, Koh, I-Ern, additional, Ng, Li-Yen, additional, Ng We Yong, Yuki Julius, additional, Palayan, Kandasami, additional, Sam, Chi Xuan, additional, Siow Jin, Phuah, additional, Tan Ern Hwei, Jeremy, additional, Tang, Yita, additional, Ter, Alvin Zubin, additional, Wong, Michael Pak-Kai, additional, Zakaria, Andee Dzulkarnaen, additional, Zakaria, Zaidi, additional, Henry, Fitjerald, additional, Kalaiselvan, Thyivya, additional, Abd Karim, Muhammad Fairuz Shah, additional, Abdul Aziz, Mohamed Rezal, additional, Abdul Aziz, Nora, additional, Khong, Tak Loon, additional, Lau, Peng Choong, additional, Lim, Hiong Chin, additional, Roslani, April Camilla, additional, Seak, Jonathan Chen Ken, additional, Wong, Sui-Weng, additional, Wong, Lai Fen, additional, Yeen Chin, Leow, additional, Anyanwu, Mercy Chinemerem, additional, Busuttil, Zachary, additional, Calleja, Thomas, additional, Chircop, Kurt Lee, additional, Cutajar, Ruth, additional, Dimech, Andrew Michael, additional, Galea, Joseph, additional, Gascon Perai, Kiara, additional, Gatt, Ruth, additional, Kelman, Lisa, additional, Micallef, Elizabeth, additional, Nwolu, Favour, additional, Sammut, Kim, additional, Thompson, Joanna, additional, Warwicker, Sean, additional, Zammit, Matthew, additional, Cordera, Fernando, additional, Cruz González, Efraín, additional, Sánchez-García, Jorge, additional, Barbosa Camacho, Francisco José, additional, Barrera López, Francisco Javier, additional, Zuloaga Fernandez del Valle, Carlos Jose, additional, Acosta, Eric, additional, González Espinoza, Iván Romarico, additional, Moreno, Perla, additional, Cortes-Flores, Ana Olivia, additional, Fuentes Orozco, Clotilde, additional, Gonzalez Ojeda, Alejandro, additional, Corro Díaz González, Samantha, additional, Martinez, Laura, additional, Mosqueda Amador, Bonifacio, additional, Novoa, Armando, additional, Olazo Espejo, Dennet Arturo, additional, Jimenez, Alejandro, additional, Lopez Rosales, Federico, additional, Vanoye, Elva Gabriela, additional, Garcia Gonzalez, Luis Alberto, additional, Miranda-Ackerman, Roberto Carlos, additional, Solano-Genesta, Manuel, additional, Alvarez-Cano, Alethia, additional, Romero-Garza, Hector Hugo, additional, Medina-Franco, Heriberto, additional, Mejía-Fernández, Lorelí, additional, Salgado-Nesme, Noel, additional, Vergara-Fernandez, Omar, additional, Gutiérrez-Mota, Guadalupe Montserrat, additional, Hernandez Vera, Francisco Xavier, additional, Llantada Lopez, Anabella, additional, Morgan Villela, Gilberto, additional, Ramirez Padilla, Felipe de Jesus, additional, Tapia Marin, Walezka, additional, Martínez Maldonado, Mónica, additional, Sánchez Suárez, Ramses, additional, Troche, José Manuel, additional, Benyaiche, Chaymae, additional, Outani, Oumaima, additional, Amine, Souadka, additional, Benkabbou, Amine, additional, Majbar, Anass Mohammed, additional, Mohsine, Raouf, additional, Rafik, Ali, additional, Oung, Thida, additional, Tin, Moe Moe, additional, Plarre, Philipp, additional, Alberga, Anna, additional, Sluiter, Nina, additional, Tuynman, Jurriaan, additional, Blok, Robin, additional, Cömert, Didem, additional, Hompes, Roel, additional, Kalff, Marianne, additional, Stellingwerf, Merel Elisabeth, additional, Tanis, Pieter, additional, van Berge Henegouwen, Mark, additional, van Praag, Elise Maria, additional, Wisselink, Daan, additional, Gerhards, Michael, additional, Lopes Cardozo, Josephine, additional, Westerduin, Emma, additional, de Jonge, Joske, additional, van Geloven, Aaw, additional, van Schilt, Kaz, additional, den Boer, Frank, additional, Stoots, Simone, additional, Vlek, Stijn, additional, Adams, Jamie, additional, Al-Busaidi, Ibrahim S., additional, Budd, Gabrielle, additional, Choi, Seung il, additional, Chu, Michael Jen Jie, additional, Ganugapati, Anurag, additional, McKinstry, Lucy, additional, Pascoe, Rebecca, additional, Richards, Simon, additional, Rosser, Kenrick, additional, Stevenson, Annie, additional, White, Rebecca, additional, Farik, Shebani, additional, Kwun, Jin, additional, Murad, Ahmed, additional, Cowan, Sarah, additional, Hall, Timothy, additional, Hayton, Michael, additional, Malam Sani, Laminou, additional, Oumarou Garba, Souleymane, additional, Amadou Magagi, Ibrahim, additional, Habou, Oumarou, additional, Aliyu, Halima, additional, Daniyan, Muhammad, additional, Sholadoye, Tunde T., additional, Abdullahi, Lawal, additional, Anyanwu, Lofty-John, additional, Mohammad Mohammad, Aminu, additional, Muhammad, Abubakar Bala, additional, Sheshe, Abdurrahman Abba, additional, Suleiman, Ibrahim, additional, Adesina, Alaba, additional, Awolowo, Ajibola, additional, Onuoha, Clement, additional, Salami, Omotayo, additional, Taiwo, Ogechukwu, additional, Taiwo, Agboola, additional, Kache, Stephen, additional, Makama, Jerry Godfrey, additional, Sale, Danjuma, additional, Abiola, Olajide, additional, Ajao, Akinlabi, additional, Ajiboye, Anthony, additional, Etonyeaku, Amarachukwu, additional, Olaogun, Julius, additional, Adebanjo, Ademola, additional, Adesanya, Opeoluwa, additional, Afolayan, Michael Olatunji, additional, Balogun, Olanrewaju, additional, Makanjuola, Ayomide, additional, Nwokocha, Samuel, additional, Ojewola, Rufus Wale, additional, Olajide, Thomas Olagboyega, additional, Aderounmu, Adewale, additional, Adesunkanmi, Abdul-Rashid, additional, Agbakwuru, Augustine, additional, Akeem Aderogba, Adeleke, additional, Alatise, Olusegun Isaac, additional, Arowolo, Olukayode, additional, Lawal, Oladejo, additional, Mohammed, Tajudeen, additional, Ndegbu, Chinedu, additional, Olasehinde, Olalekan, additional, Wuraola, Funmilola, additional, Akinkuolie, Akinbolaji, additional, Mosanya, Arinzechukwu, additional, Ayandipo, Omobolaji, additional, Elemile, Peter, additional, Lawal, Taiwo Akeem, additional, Ali SANI, Samuel, additional, Garba, Stephen, additional, Hauwa SANI, Rebecca, additional, Olori, Samson, additional, Onyebuashi, Henry, additional, Umoke, Ifeanyi, additional, Adenuga, Adedire, additional, Adeyeye, Ademola, additional, Habeeb, Olufemi, additional, Lawal, Bashir, additional, Nasir, Abdulrasheed, additional, Aahlin, Eirik Kjus, additional, Kjønås, Didrik, additional, Myrseth, Elisabeth, additional, Abbasy, Jibran, additional, Alvi, Abdul, additional, Saleem, Omair, additional, Afzal, Asma, additional, Nazir, Anam, additional, Farooq, Muhammad, additional, Liaqat, Ayesha, additional, Naqi, Syed Asghar, additional, Raza, Ali, additional, Sarfraz, Muzna, additional, Sarwar, Muhammad, additional, Banglani, Muntaha, additional, Munir, Ambreen, additional, Sehrish, Rahmat, additional, Ayub, Bushra, additional, Sayyed, Raza, additional, Altaf, Amna, additional, Ayub, Saima, additional, Saeed, Komal, additional, Syed, Bilal, additional, Akbar, Sana Amir, additional, Anwer, Abdul Wahid, additional, Khan, Ruqayya Naheed, additional, Khan, Amina Iqbal, additional, Khattak, Shahid, additional, Mohtasham, Sameen, additional, Parvaiz, Muhammad Asad, additional, Syed, Aamir Ali, additional, Ansari, Abdul Basit, additional, Shahzad, Noman, additional, Khaliq, Tanwir, additional, Rashid, Isbah, additional, Waqar, Shahzad Hussain, additional, Abu Al-saleem, Hasan, additional, Abu Alqumboz, Amjad, additional, Alqadi, Mohammad, additional, Amro, Adham, additional, Assa, Rawan, additional, Awesat, Eman, additional, Ayyad, Rawan, additional, Hammad, Mohammed, additional, Haymony, Ayat, additional, Hijazi, Bassel, additional, Hmeidat, Bara, additional, Lahaseh, Rowaa, additional, Qawasmi, Aseel, additional, Rajabi, Alaa, additional, Shehada, Mohammed, additional, Shkokani, Sundus, additional, Yaghi, Yasmine, additional, Yaghi, Nadine, additional, AlZohour, Mohammad, additional, Farid, Mohammad, additional, Habes, Yousef Mahmoud, additional, Juba, Wesam, additional, Nubani, Yanal, additional, Rabee, Abdelrahman, additional, Sa'deh, Mohammad, additional, Abed, Saeed, additional, Al basos, Iyad, additional, Alswerki, Mohammad, additional, Ashour, Dina, additional, Awad, Israa, additional, Diab, Samar, additional, El Jamassi, Alaa, additional, El-Kahlout, Sahar, additional, Elhout, Somaya, additional, Hajjaj, Ahmed N K, additional, Hasanain, Doaa, additional, Nabil hajjaj, Baraa, additional, Obaid, Mohammed, additional, Saikaly, Eman, additional, Salhi, Ahmed, additional, Al-Tammam, Hiba, additional, Almasri, Murad, additional, Baniowda, Muath, additional, Beshtawi, Doha, additional, Horoub, Ali, additional, Misk, Rami, additional, Mohammad, Bayan, additional, Qasrawi, Rami, additional, Sholi, Tasnim, additional, Abu-Nimeh, Samar, additional, Abu-srour, Abrar, additional, Abukhalaf, Sadi A., additional, Adawi, Samer, additional, Alsalameh, Barah, additional, Ayesh, Kholoud, additional, Elqadi, Muawiyah, additional, Hammouri, Ahmad, additional, Karim Mustafa, Fatima, additional, Marzouqa, Natalie, additional, Melhem, Shatha, additional, Miqdad, Dima, additional, Mohamad, Balqees, additional, Rawhi, Mhammed, additional, Abu Ahammala, Ayman B., additional, Abu Ataya, Ahmed, additional, Abu Jayyab, Israa, additional, Al-Shwaikh, Samar, additional, Alagha, Othman, additional, Alasttal, Mohammed, additional, Awadallah, Haneen, additional, Elblbessy, Mahmood, additional, Fares, Jehad, additional, Jarbou, Akram, additional, Mahfouz, Ibtisam, additional, Albahnasawi, Moath A., additional, Abo mahadi, Asmaa', additional, Abuelhatal, Hasan, additional, Abuelqomboz, Ayham, additional, Almoqayyad, Abdelrahman, additional, Alwali, Abdallah, additional, Balaawi, Reem, additional, Hamouda, Mahmoud, additional, Humeid, Mohammed, additional, Jedyan, Abdullah, additional, Mahmoud Abu hamam, Tasneem, additional, Matar, Ghadeer, additional, Salem, Ali, additional, Samra, Tahani, additional, Shaheen, Nureddin, additional, Shihada, Karam, additional, A.Nemer, Ayoob, additional, Abu Al Amrain, Mahmoud, additional, Abu Alamrain, Abdulwhhab, additional, Abu Jamie, Najlaa, additional, Abu-Rous, Mohammed R., additional, Alfarra, Nada, additional, AlTaweel, Mohammed, additional, Alwhaidi, Noor, additional, Hamed, Ramadan, additional, Saqqa, Bader, additional, Shaheen, Ahmad, additional, Aljaber, Dana, additional, Aljaberi, Loay, additional, Alwaheidi, Malak, additional, Jawaada, Assef, additional, Khaldi, Hani, additional, Qahoush, Rami, additional, Qari, Jalil, additional, Saadeh, Rana, additional, Salim, Ahlam, additional, Yacoub, Aseel, additional, Abbas, Abbas, additional, Abu shua'ib, Rana, additional, Abu Zainah, Baraa, additional, AbuSirrees, Mahmoud, additional, Babaa, Basheer, additional, Barhoush, Ola, additional, Belal qadomi, Asef, additional, Daraghmeh, Laith, additional, Haji, Reema, additional, Khatatbeh, Alaa, additional, Khatib, Lana, additional, Qarariah, Salsabeel, additional, Quzmar, Yara, additional, Safadi, Khalil, additional, Salameh, Roqaya, additional, Hassan, Mohammad, additional, Herzallah, Shifaa, additional, Massad, Loai, additional, Nazzal, Ahmed, additional, Nazzal, Ranin, additional, Escobar, Dennis, additional, Machain V, Gustavo Miguel, additional, Rodriguez Gonzalez, Agustin, additional, Chachaima Mar, Jorge Emerson, additional, Chinchihualpa Paredes, Nathaly Olga, additional, Cuba, Vicente, additional, Lopez, Walter, additional, Niquen Jimenez, Maria Milagros, additional, Sanchez Bartra, Nestor Alberto, additional, Sapallanay Ojeda, Olenka, additional, Sequeiros, Diego, additional, Toscano Pacheco, Andrea, additional, Vergara, María, additional, Abarca, Sol, additional, Alcorta, Rodrigo, additional, Borda-Luque, Giuliano, additional, Eusebio Zegarra, Ivan Edward, additional, Luján López, Claudia, additional, Marrufo, Mirella, additional, Mogrovejo, Cinthya, additional, Nomura, Andrea, additional, Rodríguez Angeles, Yamile, additional, Vidal Meza, Maitza Rosario, additional, Zavala, Gabriela, additional, Castillo Arrascue, José Neiser, additional, Hidrogo Cabrera, Jomara Caroline, additional, Larrea vera, José Julio Mariano, additional, Osorio, Miguel, additional, Ylatoma Díaz, Edgar Alcides, additional, Fontanilla, Mark Anthony, additional, Fuentes, Joseph Roy, additional, Salazar, Anna Leah, additional, Dominguez, Genieve, additional, Lopez, Marc Paul, additional, Macalindong, Shiela, additional, Onglao, Mark Augustine, additional, Ramirez, Arjel, additional, Sacdalan, Marie Dione, additional, Tampo, Mayou Martin, additional, Uy, Gemma Leonora, additional, Mangahas, Jeremiah, additional, Yabut, Kenneth, additional, Cañete, Joannes Paul, additional, Cansana, Bernalynn Eris, additional, Castro, Ernes John, additional, Lipana, Maria Kaiserin, additional, Roxas, Manuel Francisco, additional, Zara, Vlu Jean, additional, Chroł, Maciej, additional, Franczak, Paula, additional, Orłowski, Michał, additional, Budzyński, Piotr, additional, Budzyński, Andrzej, additional, Bury, Pawel, additional, Czerwińska, Agata, additional, Dworak, Jadwiga, additional, Dziedzic, Jacek, additional, Kisielewski, Michał, additional, Kulawik, Jan, additional, Lasek, Anna, additional, Małczak, Piotr, additional, Migaczewski, Marcin, additional, Pędziwiatr, Michał, additional, Pisarska, Magdalena, additional, Radkowiak, Dorota, additional, Rubinkiewicz, Mateusz, additional, Rzepa, Anna, additional, Skoczylas, Tomasz, additional, Stanek, Maciej, additional, Truszkiewicz, Katarzyna, additional, Wierdak, Mateusz, additional, Winiarski, Marek, additional, Zarzycki, Piotr, additional, Zub-Pokrowiecka, Anna, additional, Kowalewski, Piotr, additional, Roszkowski, Rafał, additional, Walędziak, Maciej, additional, Tomé, Miguel, additional, Patrocinio, Sara, additional, Guerreiro, Ines, additional, Almeida, Filipe, additional, de Sousa, Xavier, additional, Monteiro, Nuno, additional, Costa Santos, Maria Teresa, additional, de Oliveira, Daniela, additional, Lopes Serra, Marta, additional, Morgado, Daniela, additional, Neves, Christian, additional, Oliveira, Ana Carolina, additional, Pimentel, Alice, additional, Silva, Sofia, additional, Carvalho, Márcia, additional, Carvalho, Lúcia, additional, Magalhães, Joana, additional, Matos, Leonor, additional, Monteiro, Tânia, additional, Ramos, Carlota, additional, Santos, Vanessa, additional, Barbosa, José, additional, Costa-Maia, Jose, additional, Devezas, Vítor, additional, Fareleira, Ana, additional, Fernandes, Cristina, additional, Gonçalves, Diana, additional, Mora, Henrique, additional, Morais, Marina, additional, Silva de Sousa, Fabiana, additional, Catarino Santos, Sara, additional, Logrado, Ana, additional, Tojal, André, additional, Amorim, Edgar, additional, Cunha, Miguel F., additional, Fazenda, Ana, additional, Melo Neves, João Pedro, additional, Sampaio da Nóvoa Gomes Miguel, Inês Isabel, additional, Veiga, Diogo, additional, Azevedo, José, additional, Cardoso Louro, Hugo, additional, Leite, Mariana, additional, Bairos Menezes, Maria, additional, Gama, Bárbara, additional, Brito, Diana, additional, Cruz Martins, Marta Cristina, additional, Graça e Magalhães, André, additional, Longras, Ana Catarina, additional, Lourenço, Rita, additional, Matos, Diana, additional, Castro, Luis, additional, Policarpo, Filipa, additional, Romano, Joana, additional, Monteiro, Cristina, additional, Pinto, Diogo, additional, Duarte, Marina, additional, Fortuna Martins, Sónia, additional, Oliveira, Mariline, additional, Galvão, Diogo, additional, Martins, Lisandra, additional, Silva, Anaisa, additional, Taranu, Viorel, additional, Vieira, Bárbara, additional, Neves, Jessica, additional, Oliveira, Simone, additional, Ribeiro, Hugo, additional, Cinza, Margarida, additional, Felix, Rosa, additional, Machado, Arnaldo, additional, Oliveira, Joana, additional, Patrício, Joana, additional, Pedroso de Lima, Rita, additional, Pereira, Mário, additional, Rocha Melo, Miguel, additional, Velez, Cristina, additional, Abreu da Silva, Alberto, additional, Claro, Mariana, additional, Costa Santos, Daniel, additional, Ferreira, Andreia, additional, Capote, Hugo, additional, Rosado, Daniela, additional, Taré, Filipa, additional, Nogueira, Oriana, additional, Ângelo, Miguel, additional, Baiao, José Miguel, additional, Guimarães, Andreia, additional, Marques, João, additional, Nico Albano, Miguel, additional, Silva, Marta, additional, Valente da Costa, Ana, additional, Vieira Caroço, Teresa, additional, Almeida Braga, Sara, additional, Capunge, Ines, additional, Fragoso, Marta, additional, Guimarães, João, additional, Pinto, Bruno, additional, Ribeiro, João, additional, Angel, Miguel, additional, Fialho, Guilherme, additional, Guerrero, Monica, additional, Campos Costa, Filipa, additional, Cardoso, Diogo, additional, Cardoso, Vasco, additional, Alves, Magda, additional, Estalagem, Inês, additional, Louro, Tiago, additional, Marques, Cláudia, additional, Martelo, Rita, additional, Morgado, Miguel, additional, Canotilho, Rita, additional, Correia, Ana Margarida, additional, Martins, Pedro, additional, Peyroteo, Mariana, additional, Gomes, João, additional, Monteiro, Rita, additional, Romano, Manuela, additional, Alves, Daniela Macedo, additional, Peixoto, Rita, additional, Quintela, Catarina, additional, Jervis, Maria João, additional, Melo, Débora, additional, Pacheco, André, additional, Paixão, Valter, additional, Pedro, Vera, additional, Pimenta, Joana, additional, Pimenta de Castro, João, additional, Rocha, Ana, additional, Beuran, Mircea, additional, Ciubotaru, Cezar, additional, Diaconescu, Bogdan, additional, Hostiuc, Sorin, additional, Negoi, Ionut, additional, Stoica, Bogdan, additional, Anokhin, Evgeny, additional, Kuznetsov, Georgy, additional, Oganezov, Giorgi, additional, Paramzin, Fedor, additional, Romanova, Ekaterina, additional, Rutkovskii, Valeryan, additional, Rutkovskii, Vasilii, additional, Shushval, Mikhail, additional, Zabiyaka, Mikhail, additional, Dzhumabaev, Khasan, additional, Ivanov, Valerii, additional, Mamedli, Zaman, additional, Achkasov, Sergey, additional, Balkarov, Artem, additional, Nabiev, Elnur, additional, Nagudov, Marat, additional, Rybakov, Evgeny, additional, Saifutdinova, Karina, additional, Sushkov, Oleg, additional, Joseph, Lule, additional, Ndayishimiye, Isaac, additional, Faustin, Ntirenganya, additional, Mutabazi, Alphonse Zeta, additional, Mvukiyehe, Jean Paul, additional, Nsengimana, Vizir J.P, additional, Uwakunda, Carine, additional, Abbas, Mohammad Monir, additional, Akeel, Nouf, additional, Aljiffry, Murad, additional, Awaji, Kholoud, additional, Farsi, Ali, additional, Jamjoum, Ghader, additional, Khoja, Ahmad, additional, Maghrabi, Ashraf, additional, Malibary, Nadim, additional, Nassif, Mohammed, additional, Saleem, Abdulaziz, additional, Sultan, Abdullah, additional, Tashkandi, Wail, additional, Tashkandi, Hanaa, additional, Trabulsi, Nora, additional, Ba, Mouhamadou Bachir, additional, Diallo, Adja Coumba, additional, Ndong, Abdourahmane, additional, Cuk, Vladica, additional, Janković, Uroš, additional, Koh, Sharon Zhiling, additional, Koh, Frederick, additional, Lee, Kuok Chung, additional, Lee, Kai Yin, additional, Lee, Sean, additional, Leong, Wei Qi, additional, Lui, Su Ann, additional, Prakash, Prajwala, additional, Grosek, Jan, additional, Norcic, Gregor, additional, Tomazic, Ales, additional, Fitchat, Nicolas, additional, Jaich, Robert, additional, Wineberg, Devorah, additional, Koto, Modise Zacharia, additional, Baiocchi, Daniella, additional, Clarke, Damian, additional, Steenkamp, Christina Johanna, additional, Bannister, Sharon, additional, Boutall, Adam, additional, Chinnery, Galya, additional, Coccia, Anna, additional, Dell, Angela, additional, Karjiker, Parveen, additional, Kloppers, Christo, additional, Loxton, Nicholas, additional, Mabogoane, Tumi, additional, Malherbe, Francois, additional, Panieri, Eugenio, additional, Rayamajhi, Shreya, additional, van Wyngaard, Tirsa, additional, Warden, Claire, additional, Madiba, T E, additional, Pillay, Nivashen, additional, Brooks, Savannah, additional, Kruger, Charlise, additional, Van Der Merwe, Lisa Hannah, additional, Gool, Ferhana, additional, Kariem, Maahir, additional, Bougard, Heather, additional, Kariem, Nazmie, additional, Noor, Fazlin, additional, Pillay, Reantha, additional, Steynfaardt, Leandi, additional, González González, Lucía, additional, Marín Santos, José Miguel, additional, Martín-Borregón, Paula, additional, Martínez Caballero, Javier, additional, Nevado García, Cristina, additional, Rodriguez Fraga, Pastora, additional, De Castro Parga, Gonzalo, additional, Fernández Veiga, Maria Pilar, additional, Garrido López, Lucía, additional, Infante Pino, Hugo, additional, Lages Cal, Irene, additional, López Otero, Marta, additional, Nogueira Sixto, Manuel, additional, Paniagua García Señorans, Marta, additional, Rodríguez Fernández, Laura, additional, Ruano Poblador, Alejandro, additional, Rufo Crespo, Erika, additional, Sanchez-Santos, Raquel, additional, Vigorita, Vincenzo, additional, Alonso Batanero, Ester, additional, Asnel, Dorisme, additional, Cifrian Canales, Isabel, additional, Contreras Saiz, Elisa, additional, De Santiago Alvarez, Irene, additional, Díaz Vico, Tamara, additional, Fernandez Arias, Sebastian, additional, Fernández Martínez, Daniel, additional, García Bernardo, Carmen, additional, García Flórez, Luis Joaquín, additional, Garcia Gutierrez, Carmen, additional, García Munar, Manuel, additional, Márquez Zorrilla Molina, Carlos Alberto, additional, Merayo, Marta, additional, Michi Campos, José Luis, additional, Moreno Gijon, Maria, additional, Otero-Diez, Jorge L., additional, Rodicio Miravalles, Jose Luis, additional, Solar-Garcia, Lorena, additional, Suárez Sánchez, Aida, additional, Truan, Nuria, additional, Alejandre Villalobos, Cristina, additional, Caballero Díaz, Yurena, additional, Jimenez, Marta, additional, Montesdeoca, Dacil, additional, Navarro-Sánchez, Antonio, additional, Vega, Victor, additional, Beltrán de Heredia, Juan, additional, Gómez, Zahira, additional, Jezieniecki, Carlos, additional, Legido Morán, Ana Patricia, additional, Montes-Manrique, Mario, additional, Rodriguez-Lopez, Mario, additional, Ruiz Soriano, María, additional, Trujillo Díaz, Jeancarlos, additional, Vazquez Fernandez, Andrea, additional, Argudo, Nuria, additional, Pera, Miguel, additional, Torrent Jansà, Laia, additional, García Domínguez, Melody, additional, Goded, Ignacio, additional, Roldón Golet, Marta, additional, Talal El-Abur, Issa, additional, Utrilla Fornals, Alejandra, additional, Zambrana Campos, Vanesa, additional, Aguilar Martinez, Maria Del Mar, additional, Bosch, Marina, additional, García-Catalá, Luis, additional, Sánchez-Guillén, Luis, additional, Artigau, Eva, additional, Gomez Romeu, Nuria, additional, Julià Bergkvist, David, additional, Espina Perez, Beatriz, additional, Morató, Olga, additional, Olona, Carles, additional, Diéguez, Beatriz, additional, Forero-Torres, Alexander, additional, Losada, Manuel, additional, Gomez-Abril, Segundo, additional, Gonzálvez, Paula, additional, Martinez, Rosario, additional, Navarro Martínez, Sergio, additional, Payá-Llorente, Carmen, additional, Pérez Rubio, Álvaro, additional, Santarrufina Martinez, Sandra, additional, Sebastián Tomás, Juan Carlos, additional, Trullenque Juan, Ramon, additional, Gegúndez Simón, Alberto, additional, Maté, Paloma, additional, Prieto-Nieto, Maria Isabel, additional, Rubio-Perez, Ines, additional, Urbieta, Aitor, additional, Vicario Bravo, Marina, additional, Abelló, David, additional, Frasson, Matteo, additional, Garcia-Granero, Alvaro, additional, Abad Gurumeta, Alfredo, additional, Abad-Motos, Ane, additional, Lucena-de Pablo, Elena, additional, Nozal, Beatriz, additional, Ripollés-Melchor, Javier, additional, Salvachúa, Rut, additional, Ferrero, Esther, additional, Garcia-Sancho Tellez, Luis, additional, Picardo, Antonio L., additional, Rojo López, Jose Alberto, additional, Zorrilla Matilla, Laura Patricia, additional, Cagigas Fernandez, Carmen, additional, Castanedo Bezanilla, Sonia, additional, Estevez Tesouro, José, additional, Fernandez-Diaz, Maria Jose, additional, García Cardo, Juan, additional, Gomez Ruiz, Marcos, additional, Gonzalez-Tolaretxipi, Erik, additional, Jimeno Fraile, Jaime, additional, Poch, Cristobal, additional, Rodriguez-Aguirre, Montserrat, additional, Troche Pesqueira, Noemí, additional, Trugeda-Carrera, Maria Soledad, additional, de la Torre, Javier, additional, Blanco-Colino, Ruth, additional, Espin-Basany, Eloy, additional, Espinosa-Bravo, Martin, additional, Morales Comas, Clara, additional, Reyes Afonso, Eduardo, additional, Rivero Déniz, Joaquín, additional, Siso Raber, Christian, additional, Verdaguer Tremolosa, Mireia, additional, Chandrasinghe, Pramodh, additional, Kumarage, Sumudu, additional, Wijekoon Arachchilage, Nimeshi, additional, Abdalla Ahmed Elkamel, Ahmed, additional, A. Adam, Mohammed, additional, Blomme, Nina, additional, Thorell, Anders, additional, Wogensen, Fredrik, additional, Älgå, Andreas, additional, Ansarei, Dhirar, additional, Celebioglu, Fuat, additional, Heinius, Göran, additional, Nigard, Linda, additional, Pieniowski, Emil, additional, Ahlqvist, Sandra, additional, Björklund, Ida, additional, Frånberg, Andreas, additional, Håkansson, Martina, additional, Adamo, Karin, additional, Franklin, Oskar, additional, Sund, Malin, additional, Wiberg, Rebecca, additional, Andersson, Yvette, additional, Chabok, Abbas, additional, Nikberg, Maziar, additional, Kugelberg, Alexander, additional, Canonica, Claudia, additional, Christoforidis, Dimitrios, additional, Fasolini, Fabrizio, additional, Gaffuri, Paolo, additional, Giuliani, Mauro, additional, Meani, Francesco, additional, Popeskou, Sotirios Georgios, additional, Pozza, Silvia, additional, Wandschneider, Wiebke, additional, Peterer, Lorenz, additional, Widmer, Lukas Werner, additional, Zimmermann, Bernd, additional, Bakoleas, Panagiotis, additional, Chanousi, Iris, additional, Charalampidou, Lydia, additional, Grochola, Lukasz Filip, additional, Heid, Franziska, additional, Ntaoulas, Sotirios, additional, Outos, Michail, additional, Peros, Georgios, additional, Podolska-Skoczek, Hanna, additional, Reinisch, Katharina Beate, additional, Zielasek, Christian, additional, Demartines, Nicolas, additional, Gilgien, Jérôme, additional, Kefleyesus, Amaniel, additional, St-Amour, Pénélope, additional, Toussaint, Arnaud, additional, Alhimyar, Maryam, additional, Alsaid, Bayan, additional, Alyafi, Amr, additional, Alkhaledi, Ahmad, additional, Kouz, Basel, additional, Omarain, Ahmad, additional, Al-Sabbagh, Yusra, additional, Alkhatib, Haya, additional, Sara, Samer, additional, Alhaj, Ahmad, additional, Danial, Aghyad, additional, Kadoura, Lama, additional, Maa Albared, Sarah, additional, Monawar, Yamen, additional, Nahas, Louei, additional, Abd, Barook, additional, Saad, Ahmad, additional, Wakkaf, Habib, additional, Bouzaiene, Hatem, additional, Ghalleb, Montassar, additional, Akaydin, Elif, additional, Akbaba, Ata Cem, additional, Atakul, Onur, additional, Baltaci, Ege, additional, Besli, Sevval, additional, Burgu, Gökçen, additional, Cenal, Ulukan, additional, de Muijnck, Cansu, additional, Demirkaya, Hasan Can, additional, Dogruoz, Alper, additional, Gezer, Zeynep Ipek, additional, Gündoğdu, Yasemin, additional, Kara, Merve, additional, Korkmaz, Hasan Kürşad, additional, Kurtoğlu, Gökalp Kağan, additional, Ozben, Volkan, additional, Ozmen, Berk Baris, additional, Pektaş, Ahmet Murat, additional, Sel, Eda Kübra, additional, Yenidünya, Nilüfer, additional, Bengur, Fuat Baris, additional, Oral, Berke Mustafa, additional, Yozgatli, Tahir Koray, additional, Abdullayev, Seymur, additional, Gunes, Mehmet Emin, additional, Sahbaz, Nuri Alper, additional, Banaz, Tuba, additional, Kargici, Kübra, additional, Kuyumcu, Omer Faruk, additional, Yanikoğlu, Erkan, additional, Yeşilsancak, Merve, additional, Yilmaz, Duygu, additional, Aktas, Melik Kagan, additional, Rencuzogullari, Ahmet, additional, Isik, Arda, additional, Leventoğlu, Sezai, additional, Yalçinkaya, Ali, additional, Yüksel, Osman, additional, Kalayci, Mustafa U, additional, Kara, Yasin, additional, Sarici, Inanc Samil, additional, Akin, Alp, additional, Alemdağ, Gökçe nur, additional, Arslan, Ekin, additional, Baki, Bahadir Emre, additional, Bodur, Muhammed Selim, additional, Calik, Adnan, additional, Candas Altinbas, Bahar, additional, Cihanyurdu, Irem, additional, Erkul, Oğuz, additional, Gül, Burak, additional, Guner, Ali, additional, Köse, Beyza, additional, Semiz, Anil, additional, Sevim, Şule, additional, Tayar, Serkan, additional, Tomas, Kadir, additional, Tüfek, Ozan yavuz, additional, Türkyilmaz, Serdar, additional, Uluşahin, Mehmet, additional, Usta, Arif, additional, Yildirim, Reyyan, additional, Güler, Sertaç Ata, additional, Tatar, Ozan Can, additional, Varol, Ecenur, additional, Kirimtay, Busenur, additional, Uysal, Muhammed, additional, Yildiz, Alp, additional, Kose, Emin, additional, Ciftci, Ahmet Burak, additional, Çolak, Elif, additional, Eraslan, Huseyin, additional, Kucuk, Gultekin Ozan, additional, Yemez, Kürşat, additional, Lule, Herman, additional, Bienfait, Mumbere, additional, Bua, Emmanuel, additional, Okalany, Noella, additional, Basarab, Maksym, additional, Bielosludtsev, Oleksii, additional, Kolhanova, Kateryna, additional, Perepelytsia, Kateryna, additional, Romanukha, Kateryna, additional, Savenkov, Dmytro, additional, Siryi, Stanislav, additional, Tereshchenko, Maksym, additional, Viacheslav, Nezamai, additional, Volovetskyi, Anton, additional, Kebkalo, Andrey, additional, Tryliskyy, Yegor, additional, Tyselskiy, Volodimir, additional, Bruce, Eilidh, additional, Chow, Bing Lun, additional, Iddles, Emma, additional, McGuckin, Sarah, additional, Newall, Nicola, additional, Ramsay, George, additional, Sharma, Parivrudh, additional, Stewart, Caitlin, additional, Wong, Jeremy, additional, Badran, Abdul, additional, Bath, Michael, additional, Belais, Fanny, additional, Butt, Eman, additional, Joshi, Kaustuv, additional, Kapur, Milan, additional, Shaw, Mike, additional, Townson, Adam, additional, Williams, Christopher Yee Khang, additional, Gray, Timothy, additional, Greig, Robert, additional, Husain, Mansoor, additional, Murray, Elspeth, additional, Mustafa, Ahmed, additional, Asif, Ashar, additional, Gokul, Arya, additional, Shah, Max, additional, Akitikori, Mabel Temisanren, additional, Charalabopoulos, Alexandros, additional, Davidson, Sophie, additional, McNally, Sinead, additional, Rupani, Shamil, additional, Juma, Fatema, additional, Mills, Sarah Catherine, additional, Muirhead, Laura, additional, Sellars, Kate, additional, Walsh, Una, additional, Warren, Oliver, additional, Chambers, Alice, additional, Hunt, Richard, additional, Boyce, Stephen, additional, Cornwall, Hannah, additional, Tol, Isabel, additional, Argyriou, Eleftherios Orestis, additional, Eardley, Nicola, additional, Povey, Meical, additional, Aithie, Joanna M S, additional, Irfan, Ahmer, additional, McGuigan, Mari-Claire, additional, Starr, Robert, additional, Warren, Craig Russell, additional, Archibald, Jess, additional, Kirby, Georgia, additional, Kisyov, Ivan, additional, Khoo, Chun Kheng, additional, Lee, Rachel, additional, Photiou, Dana, additional, Davis, Rowan, additional, Prasad, Uday, additional, Yang, P Zichu, additional, Bird, Jonathan, additional, Leung, Edmund, additional, Summerour, Virginia, additional, Currow, Chelise, additional, Kiam, Jianshen, additional, Tan, Gerald Jack Soon, additional, Muthusami, Anitha, additional, Pegba-Otemolu, Ibifunke, additional, Urbonas, Tomas, additional, Nunoo-Mensah, Joseph, additional, Smolskas, Edgaras, additional, Boddy, Alex, additional, Gravante, Gianpiero, additional, Hunter, David, additional, Andrew, David, additional, Koh, Amanda, additional, Thompson, Amari, additional, Adams, Lawrence, additional, Clements, Hollie A, additional, De Silva, Kasun, additional, Ekpete, Ogbonnia, additional, Haque, Seraj, additional, Henderson, Scott, additional, Ibrahim, Bilal, additional, Jayasinghe, Thummini, additional, Livie, Jennifer, additional, Mailley, Keir, additional, Nair, Gopikrishnan, additional, Tan, Daniel, additional, Baggaley, Caitlin, additional, Dawidziuk, Aleksander, additional, Szyszka, Bartosz, additional, Barter, Charlotte, additional, Gandhi, Nirav, additional, Hassell, Karen, additional, Hitchin, Samantha, additional, Kelsall, Jennett, additional, Nagy, Eva, additional, Nessa, Ashrafun, additional, Whisker, Lisa, additional, Yanni, Fady, additional, Ali, Mahmoud, additional, Arora, Deeksha, additional, Hediwattege, Sunanda, additional, Kumarasinghe, Navam, additional, Rathore, Munir, additional, Tennakoon, Athula, additional, Ali Ahmad, Syed Mustafa, additional, Bajomo, Oreoluwa, additional, Nadira, Fahema, additional, Celentano, Valerio, additional, Griffiths, Ewen, additional, Karri, Rama Santhosh, additional, Mak, Jason Kei Chak, additional, Pipe, Michelle, additional, Bhatti, Muhammad Iqbal, additional, Rabie, Mohamed, additional, Boyle, Connor, additional, Hamilton, David, additional, Mihuna, Aishath, additional, Ng, James Chean Khun, additional, Nicholson, Gary, additional, Oliwa, Agata, additional, Pearson, Robert, additional, Rose, Anna, additional, Yong, Shun Qi, additional, Boereboom, Catherine, additional, Hanna, Michael, additional, Walter, Catherine, additional, Greensmith, Thomas Samuel, additional, Mitchell, Rachel, additional, Monaghan, Eimear, additional, Crawford, James, additional, Moug, Susan, additional, Blackwell, James, additional, Boyd-Carson, Hannah, additional, Herrod, Philip, additional, Al-Allaf, Omar, additional, Beattie, Miriam, additional, Bullock, Cameron, additional, Burman, Shivang, additional, Clark, Gemma, additional, Flamey, Nicolas, additional, Flannery, Oliver, additional, Harding, Alexander, additional, Kodiatt, Ben, additional, Lawday, Samuel, additional, Mahapatra, Shivani, additional, Mukundu Nagesh, Navin, additional, Ng, Michael, additional, Rye, Dupinderjit, additional, Yoong, Andrel, additional, Clark, Laura, additional, Deans, Chris, additional, Edirisooriya, Monisha, additional, Carrington, Emma Victoria, additional, Wong, Tsz Lun Ernest, additional, Yusuf, Baasil, additional, Chamberlain, Carla, additional, Duke, Kathryn, additional, Kmiotek, Elizabeth, additional, Botes, Azel, additional, Condie, Natalie, additional, Schrire, Timothy, additional, Shah, Reena, additional, Thomas-Jones, Iolo, additional, Yates, Charlotte, additional, Anthony, Natasha, additional, Matthews, Edward, additional, Sahnan, Kapil, additional, Tankel, James, additional, Tucker, Sally, additional, Winter Beatty, Jasmine, additional, Ziprin, Paul, additional, Duggan, William, additional, Kantartzi, Anastasia, additional, Sridhar, Shruthi, additional, Khaw, Rachel Alys, additional, Srivastava, Prakhar, additional, Underwood, Charlotte, additional, Alves do Canto Brum, Homero, additional, Chopra, Sharat, additional, Davis, Laura, additional, Hughes, Rebecca, additional, Tulley, Joshua, additional, Alberts, Justin, additional, Athisayaraj, Thomas, additional, Olugbemi, Mojolaoluwa, additional, Ahmad, Kasim, additional, Chan, Claudia, additional, Chapman, Gavin, additional, Fleming, Hannah, additional, Fox, Benjamin, additional, Grewar, Julia, additional, Hulse, Kate, additional, Rutherford, Duncan, additional, Sinead, Mackay, additional, Smith, Scott, additional, Speake, Doug, additional, Vaughan-Shaw, Peter G, additional, Christodoulides, Natasha, additional, Kudhail, Simrit, additional, Welch, Matthew, additional, Husaini, Syed Muhibullah, additional, Lambracos, Simon, additional, Anyanwu, Chikamuche, additional, Suresh, Rishi, additional, Thomas, Jimmy Scott, additional, Gleeson, Elizabeth, additional, Platoff, Rebecca, additional, Saif, Areeba, additional, Enumah, Zachary, additional, Etchill, Eric, additional, Gabre-Kidan, Alodia, additional, Bernstein, Mitchell, additional, Carrano, Francesco Maria, additional, Connors, Joseph, additional, Lynn, Patricio, additional, Melis, Marcovalerio, additional, Newman, Elliot, additional, Foster, Deshka S, additional, Perrone, Kenneth, additional, Titan, Ashley, additional, Ahmad, Sarwat, additional, Bafford, Andrea Chao M.D., additional, Dal Molin, Marco, additional, Hanna, Nader, additional, Zafar, Syed Nabeel, additional, Hemmila, Mark, additional, Napolitano, Lena, additional, Wong, Jane J, additional, Chandler, Julia, additional, Wood, Lauren, additional, Wren, Sherry, additional, Ottesen, Taylor, additional, You, Lucia, additional, Yu, Kristin, additional, Arciénega Yañez, María del pilar, additional, Ferreira Fernandes, Martin, additional, González, Daniel, additional, Cubas, Santiago, additional, González, María Catalina, additional, Zubiaurre, Vanessa, additional, Demolin, Rodrigo, additional, Giroff, Nicolas, additional, Sciuto, Pablo, additional, Campos, Maite, additional, Rodríguez Cantera, Gabriela, additional, Deepika, Garg, additional, Simuchimba, Elliot, additional, Bulaya, Anadi, additional, Chibuye, Chali, additional, Chirengendure, Bright, additional, Kabale, Mary-Rose, additional, Kabongo, Kizito, additional, Munthali, James, additional, Mweso, Oliver, additional, Pikiti, Francis, additional, Otieno, James, additional, Lai, Log Tung, additional, Blackman, Brighid, additional, Richards, Sophie, additional, Subramaniam, Suren, additional, Karim, Rafid, additional, Kok, Nathan, additional, Lee, Yanni Dion, additional, Ali, Shabina, additional, Sinha, Aanjaneya, additional, Corrigan, Robert, additional, Barnes, Nicole, additional, Wong, Florence, additional, Dennis, Grace, additional, Jedamzik, Julia, additional, Phillips, Emil, additional, Piette, Wivine, additional, Van hentenryck, Marie, additional, Koco, Houenoukpo, additional, Lawani, Souliath, additional, Kassa, Mamo Woldu, additional, Santos Bezerra, Tainá, additional, Gribnev, Petar, additional, Dimitrov, Dobromir, additional, Krastev, Panche, additional, Oum, Sovannarith, additional, Bonghaseh, Divine Tim, additional, Al Farsi, Maryam, additional, Alsharqawi, Nourah, additional, Acevedo, Veronica, additional, Castillo Barbosa, Andrea Carolina, additional, Giron, Felipe, additional, Leon Rodriguez, Jimmy Paul, additional, Kučan, Darko, additional, Rosko, Damir, additional, Barsic, Neven, additional, Župan, Domagoj, additional, Hegazi, Amgad, additional, Trunčíková, Vendula, additional, Fryba, Vladimir, additional, Mohamed, Mostafa, additional, Sultan, Ahmed, additional, Nagi, Ahmed, additional, Rashad Temerik, Abdallah, additional, Elshawy, Mohamed Elemam, additional, Mahmoud, Moustafa Ibrahim, additional, Omar, Shrouk, additional, Anwar, Mohamed, additional, Rageh, Tarek, additional, Elmokadem, Aya, additional, Gaballa, Khaled, additional, Teppo, Sandra, additional, Turunen, Antti, additional, Pengermä, Pasi, additional, Ballouhey, Quentin, additional, Bergeat, Damien, additional, Weyl, Ariane, additional, Hain, Elisabeth, additional, Gyedu, Adam, additional, Yenli, Edwin, additional, Osei-Poku, Dorcas, additional, Rompou, Vaia-Aliki, additional, Zoikas, Athanasios, additional, Gaitanidis, Apostolos, additional, Koukis, Georgios, additional, Perivoliotis, Konstantinos, additional, Tavlas, Panagiotis, additional, Galanos-Demiris, Konstantinos, additional, Zografos, George, additional, Karavokyros, Ioannis, additional, Xanthopoulou, Georgia, additional, Iordanidou, Eirini, additional, Ayau, Fernanda, additional, Garcia, Allan, additional, Damján, Pekli, additional, Wason, Deepender, additional, B L, Ashika, additional, Rangganata, Ervandy, additional, Kamath, Prerna, additional, O'Connor, Donal B, additional, Pinto, Margherita, additional, Perrone, Fabrizio, additional, Tropeano, Francesca Paola, additional, Troilo, Francesca, additional, Bossi, Daniela, additional, Scala, Dario, additional, Pulitanò, Lucrezia, additional, Carella, Marcella, additional, Pietrabissa, Andrea, additional, Gori, Alice, additional, Giraudo, Giorgio, additional, De Simone, Veronica, additional, Russo, Alfio Alessandro, additional, Braccio, Bartolomeo, additional, Al-Taher, Raed, additional, Athamneh, Sarah, additional, Parker, Andrea, additional, Sawiee, Adnan, additional, Kattia, Amina, additional, Salem, Malik, additional, Tababa, Osama, additional, Shaeeb, Zuhour, additional, Syminas, Vilius, additional, Jurgaitis, Jonas, additional, Damulevičienè, Gytè, additional, Svagzdys, Saulius, additional, Razafimanjato, Narindra Njarasoa Mihaja, additional, Chieng Loo, Ling, additional, Tiong, Ing Ching, additional, Wan Muhmad, Wan Farahiyah, additional, Vijeyan, Harinthiran, additional, Li Ying, Teoh, additional, Grech, Gabriella, additional, Arrangoiz, Rodrigo, additional, Jimenez Ley, Vania Brickelia, additional, Arizpe, Daniel, additional, Lagunes Lara, Elizabeth, additional, Castro López, Elizabeth Victoria, additional, Eaazim, Jose, additional, Gordinou de Gouberville, Marije, additional, Bastiaenen, Vivian, additional, Rottier, Simone, additional, Nahab, Fouad, additional, Ji, Maria Yeonhee, additional, Seyoji, Mohammed, additional, Nwachukwu, Callistus, additional, Emeghara, Okechukwu, additional, Muhammed, Sayyid Egbunu, additional, Idowu, Ayodeji, additional, Sowemimo, Olamiposi, additional, Ogundoyin, Olakayode, additional, Akande, Oluwatosin, additional, Lott, Alexander, additional, Nadeem, Maliha, additional, Laghari, Ahsan Ali, additional, Loya, Asif, additional, Mushtaq, Hassan, additional, Abdullah, Muhammad Tariq, additional, Abuhilal, Baseel, additional, Atawneh, Mohammad, additional, Hamdan, Hamdan, additional, Alhabil, Belal, additional, Srour, Abedelrahman, additional, Mousa, Ibrahim, additional, Da Silva Medina, Luis, additional, Bartosiak, Katarzyna, additional, Ferreira, Pedro, additional, Francisco, Vítor, additional, Lemos, Ricardo, additional, Frutuoso, Luísa, additional, Fernandes, Sara, additional, Fonseca, Telma, additional, Pereira, Jorge, additional, Rachadell, Juan, additional, Torre, Ana, additional, Madeira Martins, Filipe, additional, Carvalho, Ana Cristina, additional, Rodrigues Ferreira, Joana, additional, Ribeiro da Silva, Bruno, additional, Devesa, Helena, additional, Vieira, Ana, additional, Mónica, Inês, additional, Amaro, Margarida, additional, Sousa, Diogo, additional, Reia, Marta, additional, Louro, João, additional, Martins, Ana, additional, Dominguez, Joaquina, additional, Santos, Inês, additional, Freitas Oliveira, Nuno Miguel, additional, Pereira, José Carlos, additional, Silva-Vaz, Pedro, additional, Freire, Ligia, additional, Escrevente, Ricardo, additional, Negoita, Valentina Madalina, additional, Shakhmatov, Dmitry, additional, Nezerwa, Yves, additional, Radulovic, Radosav, additional, Obery, Gareth, additional, Viljoen, Francois, additional, Mendes, Tome, additional, Suarez, Antonio, additional, Moncada, Enrique, additional, Fernandez-Hevia, Maria, additional, Curtis Martínez, Carolina, additional, Gil Garcia, Julia Maria, additional, González Zunzarren, Mariana, additional, Idris, Tarig, additional, Eklöv, Karolina, additional, Grahn, Oskar, additional, Amin, Leila, additional, Blomqvist, Malin, additional, Ajani, Costanza, additional, Kraus, Rebecca, additional, Seeger, Nico, additional, Willemin, Melissa, additional, Rayya, Fadi, additional, Ayash, Mohammad, additional, Msouti, Raneem, additional, Kannas, Israa, additional, Abazid, Eias, additional, Esper, Asil, additional, Slim, Skander, additional, Kavcar, Akil Serdar, additional, Aytac, Erman, additional, Dural, Ahmet Cem, additional, Ilker, Ayse, additional, Eray, Ismail Cem, additional, Kurnaz, Eray, additional, Altiner, Saygin, additional, Tepe, Mustafa Deniz, additional, Şahin, Can, additional, Savli, Evrim, additional, Innocent, Aryon, additional, Babirye, Lilian, additional, Diachenko, Andrii, additional, Hordoskiy, Vladislav, additional, Curry, Heather, additional, Chau, Charlene Yat Che, additional, Robertson, Harry, additional, Mahmoud, Arin, additional, Lennon, Hannah, additional, Loi, Lynette, additional, Kirkham, Emily, additional, McCann, Cameron, additional, Watts, Daniel, additional, Gurung, Binay, additional, Wilson, Michael, additional, Tribedi, Thomas, additional, Garofalo, Eleonora, additional, Zahra, Baryab, additional, MacDonald, Scott, additional, Daniels, Ian, additional, Ng, Nathan, additional, Khosla, Shivun, additional, Olivier, James, additional, Yue, Sum Yu Pansy, additional, Suresh, Gayathri, additional, Wellington, Jack, additional, Lorejo, Emmanuel, additional, Mossaad, Mafdi, additional, Crutcher, Madison, additional, Alimi, Marjan, additional, Baiu, Ioana, additional, Abdou, Hossam, additional, Conway, Alison, additional, Peck, Connor, additional, Perdomo Perez, Mauro Andres, additional, Zulu, Stanley, additional, Nakazwe, Mildred, additional, Knight, Stephen R, additional, Burger, Sule, additional, Davies, Justine, additional, Donaldson, Rachel, additional, Ede, Chikwendu, additional, Garden, O James, additional, Lesetedi, Chiapo, additional, Mabedi, Charles, additional, Magill, Laura, additional, Makinde Alakaloko, Felix, additional, Makupe, Alex, additional, Monahan, Mark, additional, Mulira, Soloman, additional, Muller, Elmi, additional, Musowoyo, Jospeh, additional, Olory-Togbe, Jean Léon, additional, Roberts, Tracey, additional, Smith, Martin, additional, Tayler, Viki, additional, Windsor, John, additional, Yepez, Raul, additional, Sundar, Sudha, additional, Runigamugabo, Emmy, additional, Verjee, Azmina, additional, Chen, José, additional, Daya, Leonid, additional, El Aroussi, Nouhaila, additional, Farina, Valeria, additional, Gnintedeme Olivier, Tchianze, additional, Gonzales Nacarino, Mauricio, additional, Hammani, Aamr, additional, Honjo, Sarah, additional, Jacobs, Rebecca, additional, Kimura, Hitomi, additional, Nkoronko, Mugisha, additional, Oscullo Yepez, Jasson Javier, additional, Pin Hung, Wei, additional, Raj, Ankit, additional, Romani Pozo, Alina, additional, Rommaneh, Muna, additional, Sassamela Fabiano, Samuel Chimbioputo, additional, Shiroma Gago, Camila Milagros, additional, Srinivas, Abhishekh, additional, Sung, Chia-Yen, additional, Tai, Aswan, additional, Valle Aranda, Yener Cristyell, additional, Venturini, Sara, additional, and Wilguens Lartigue, Jean, additional

Published
2022
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46. Process Development and Manufacturing: EVALUATION OF COMMERCIAL CRYOMEDIA FORMULATIONS FOR LEUKAPHERESIS STARTING MATERIAL AND FINAL T CELL THERAPEUTIC PRODUCTS

Author

Russell, A.L., primary, Pequignot, E., additional, Xu, J., additional, Gohil, M., additional, Haines, K.M., additional, Jain, A., additional, Alvarado, F., additional, Sporici, K., additional, Holland, D., additional, Karar, J., additional, Jadlowsky, J., additional, Plesa, G., additional, Siegel, D., additional, Levine, B.L., additional, and Davis, M.M., additional

Published
2022
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47. Link quality prediction in wireless community networks using deep recurrent neural networks

Author

Matti Lehtonen, Karar Mahmoud, Domenec Puig, Osama A. Omer, Mohamed Abdel-Nasser, Universidad Rovira i Virgili, Department of Electrical Engineering and Automation, Aswan University, Aalto-yliopisto, and Aalto University

Subjects
Routing protocol, Exploit, Computer science, GRU, 020209 energy, media_common.quotation_subject, Context (language use), 02 engineering and technology, Machine learning, computer.software_genre, RNN, 01 natural sciences, 010305 fluids & plasmas, Time-series analysis, 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, Feature (machine learning), Wireless, Quality (business), media_common, business.industry, Deep learning, General Engineering, Engineering (General). Civil engineering (General), Recurrent neural network, Link quality prediction, Artificial intelligence, TA1-2040, LSTM, business, computer
Abstract

Wireless community networks (WCNs) are large, heterogeneous, dynamic, and decentralized networks. Such complex characteristics raise different challenges, such as the effect of wireless communications on the performance of networks and routing protocols. The prediction approaches of link quality (LQ) can improve the performance of routing algorithms of WCNs while avoiding weak links. The prediction of LQ in WCNs can be a complex task because of the fluctuated nature of LQ measurements due to the dynamic wireless environment. In this paper, a deep learning based approach is proposed to accurately predict LQ in WCNs. Specifically, we propose the use of two variants of deep recurrent neural network (RNN): long short-term memory recurrent neural networks (LSTM-RNN) and gated recurrent unit (GRU). The positive feature of the proposed variants is that they can handle the fluctuating nature of LQ due to their ability to learn and exploit the context in LQ time-series. The experimental results on data collected from a real-world WCN show that the proposed LSTM-RNN and GRU models accurately predict LQ in WCNs compared to related methods. The proposed approach could be a helpful tool for accurately predicting LQ, thereby improving the performance of routing protocols of WCNs.

Published
2020
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