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Convolutional neural network using magnetic resonance brain imaging to predict outcome from tuberculosis meningitis Dong, Trinh Huu Khanh; Canas, Liane S.; Donovan, Joseph; Beasley, Daniel; Thuong-Thuong, Nguyen Thuy; Phu, Nguyen Hoan; Ha, Nguyen Thi; Ourselin, Sebastien; Razavi, Reza; Thwaites, Guy E.; Modat, Marc Share Save
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Predicting 1, 2 and 3 year emergent referable diabetic retinopathy and maculopathy using deep learning Nderitu, Paul; do Rio, Joan M. Nunez; Webster, Laura; Mann, Samantha; Cardoso, M. Jorge; Modat, Marc; Hopkins, David; Bergeles, Christos; Jackson, Timothy L. Share Save
Computer-aided prognosis of tuberculous meningitis combining imaging and non-imaging data Canas, Liane S.; Dong, Trinh H. K.; Beasley, Daniel; Donovan, Joseph; Cleary, Jon O.; Brown, Richard; Thuong, Nguyen Thuy Thuong; Nguyen, Phu Hoan; Nguyen, Ha Thi; Razavi, Reza; Ourselin, Sebastien; Thwaites, Guy E.; Modat, Marc Share Save
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Symptoms before and after COVID-19: a population and case-control - control study using prospective data Sudre, Carole H.; Antonelli, Michela; Cheetham, Nathan J.; Molteni, Erika; Canas, Liane S.; Bowyer, Vicky; Murray, Ben; Rjoob, Khaled; Modat, Marc; Pujol, Joan Capdevila; Hu, Christina; Wolf, Jonathan; Spector, Tim D.; Hammers, Alexander; Steves, Claire J.; Ourselin, Sebastien; Duncan, Emma L. Share Save
Glioblastoma and radiotherapy: A multicenter AI study for Survival Predictions from MRI (GRASP study) Chelliah, Alysha; Wood, David A.; Canas, Liane S.; Shuaib, Haris; Currie, Stuart; Fatania, Kavi; Frood, Russell; Rowland-Hill, Chris; Thust, Stefanie; Wastling, Stephen J.; Tenant, Sean; McBain, Catherine; Foweraker, Karen; Williams, Matthew; Wang, Qiquan; Roman, Andrei; Dragos, Carmen; MacDonald, Mark; Lau, Yue Hui; Linares, Christian A.; Bassiouny, Ahmed; Luis, Aysha; Young, Thomas; Brock, Juliet; Chandy, Edward; Beaumont, Erica; Lam, Tai-Chung; Welsh, Liam; Lewis, Joanne; Mathew, Ryan; Kerfoot, Eric; Brown, Richard; Beasley, Daniel; Glendenning, Jennifer; Brazil, Lucy; Swampillai, Angela; Ashkan, Keyoumars; Ourselin, Sebastien; Modat, Marc; Booth, Thomas C. Share Save
SARS-CoV-2 infection following booster vaccination: Illness and symptom profile in a prospective, observational community-based case-control study Antonelli, Michela; Penfold, Rose S.; Canas, Liane Dos Santos; Sudre, Carole; Rjoob, Khaled; Murray, Ben; Molteni, Erika; Kerfoot, Eric; Cheetham, Nathan; Pujol, Juan Capdevila; Polidori, Lorenzo; May, Anna; Wolf, Jonathan; Modat, Marc; Spector, Tim; Hammers, Alexander; Ourselin, Sebastien; Steves, Claire Share Save
PREDICTING SURVIVAL OF GLIOBLASTOMAAFTER RADIOTHERAPY USING DEEP LEARNING AND NEUROIMAGING IN A MULTI-CENTRE COHORT Chelliah, A.; Wood, D. A.; Canas, L. S.; Shuaib, H.; Linares, C.; Bassiouny, A.; Luis, A.; Young, T.; Roman, A.; Dragos, C.; MacDonald, M.; Lau, Y. H.; Currie, S.; Fatania, K.; Frood, R.; Mathew, R.; Brock, J.; Chandy, E.; Tenant, S.; Rowland-Hill, C.; Williams, M.; Wang, Q.; Beaumont, E.; Lam, T.; Welsh, L.; Foweraker, K.; Lewis, J.; Thust, S.; Wastling, S.; Glendenning, J.; Brazil, L.; Swampillai, A.; Ourselin, S.; Modat, M.; Booth, T. C. Share Save
The effects of COVID-19 on cognitive performance in a community-based cohort: a COVID symptom study biobank prospective cohort study Cheetham, Nathan J.; Penfold, Rose; Giunchiglia, Valentina; Bowyer, Vicky; Sudre, Carole H.; Canas, Liane S.; Deng, Jie; Murray, Benjamin; Kerfoot, Eric; Antonelli, Michela; Rjoob, Khaled; Molteni, Erika; Osterdahl, Marc F.; Harvey, Nicholas R.; Trender, William R.; Malim, Michael H.; Doores, Katie J.; Hellyer, Peter J.; Modat, Marc; Hammers, Alexander; Ourselin, Sebastien; Duncan, Emma L.; Hampshire, Adam; Steves, Claire J. Share Save
Profiling post-COVID-19 condition across different variants of SARS-CoV-2: a prospective longitudinal study in unvaccinated wild-type, unvaccinated alpha-variant, and vaccinated delta-variant populations Canas, Liane S.; Molteni, Erika; Deng, Jie; Sudre, Carole H.; Murray, Benjamin; Kerfoot, Eric; Antonelli, Michela; Rjoob, Khaled; Pujol, Joan Capdevila; Polidori, Lorenzo; May, Anna; Osterdahl, Marc F.; Whiston, Ronan; Cheetham, Nathan J.; Bowyer, Vicky; Spector, Tim D.; Hammers, Alexander; Duncan, Emma L.; Ourselin, Sebastien; Steves, Claire J.; Modat, Marc Share Save
Effect of socioeconomic deprivation as determined by the English deprivation deciles on the progression of diabetic retinopathy and maculopathy: a multivariate case-control analysis of 88 910 patients attending a South-East London diabetic eye screening service Giannakis, Periklis; Nderitu, Paul; do Rio, Joan M. Nunez; Webster, Laura; Mann, Samantha; Hopkins, David; Cardoso, Manuel Jorge; Modat, Marc; Bergeles, Christos; Jackson, Timothy L. Share Save
Operationalizing the centiloid scale for [18F]florbetapir PET studies on PET/MRI Coath, William; Modat, Marc; Cardoso, M. Jorge J.; Markiewicz, Pawel J. A.; Lane, Christopher A. D.; Parker, Thomas D.; Keshavan, Ashvini M.; Buchanan, Sarah M. E.; Keuss, Sarah E. J.; Harris, Matthew J.; Burgos, Ninon; Dickson, John; Barnes, Anna L.; Thomas, David L.; Beasley, Daniel B.; Malone, Ian B.; Wong, Andrew; Erlandsson, Kjell A.; Thomas, Benjamin A.; Scholl, Michael; Ourselin, Sebastien; Richards, Marcus C.; Fox, Nick C. M.; Schott, Jonathan M. M.; Cash, David M. Share Save
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning Hering, Alessa; Hansen, Lasse; Mok, Tony C. W.; Chung, Albert C. S.; Siebert, Hanna; Hager, Stephanie; Lange, Annkristin; Kuckertz, Sven; Heldmann, Stefan; Shao, Wei; Vesal, Sulaiman; Rusu, Mirabela; Sonn, Geoffrey; Estienne, Theo; Vakalopoulou, Maria; Han, Luyi; Huang, Yunzhi; Yap, Pew-Thian; Brudfors, Mikael; Balbastre, Yael; Joutard, Samuel; Modat, Marc; Lifshitz, Gal; Raviv, Dan; Lv, Jinxin; Li, Qiang; Jaouen, Vincent; Visvikis, Dimitris; Fourcade, Constance; Rubeaux, Mathieu; Pan, Wentao; Xu, Zhe; Jian, Bailiang; De Benetti, Francesca; Wodzinski, Marek; Gunnarsson, Niklas; Sjolund, Jens; Grzech, Daniel; Qiu, Huaqi; Li, Zeju; Thorley, Alexander; Duan, Jinming; Grossbroehmer, Christoph; Hoopes, Andrew; Reinertsen, Ingerid; Xiao, Yiming; Landman, Bennett; Huo, Yuankai; Murphy, Keelin; Lessmann, Nikolas; van Ginneken, Bram; Dalca, Adrian V.; Heinrich, Mattias P. Share Save
Adulthood cognitive trajectories over 26 years and brain health at 70 years of age: findings from the 1946 British Birth Cohort James, Sarah-Naomi; Nicholas, Jennifer M.; Lu, Kirsty; Keshavan, Ashvini; Lane, Christopher A.; Parker, Thomas; Buchanan, Sarah M.; Keuss, Sarah E.; -Smith, Heidi Murray; Wong, Andrew; Cash, David M.; Malone, Ian B.; Barnes, Josephine; Sudre, Carole H.; Coath, William; Modat, Marc; Ourselin, Sebastien; Crutch, Sebastian J.; Kuh, Diana; Fox, Nick C.; Schott, Jonathan M.; Richards, Marcus Share Save
Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022) Pati, Sarthak; Baid, Ujjwal; Edwards, Brandon; Sheller, Micah; Wang, Shih-Han; Reina, G. Anthony; Foley, Patrick; Gruzdev, Alexey; Karkada, Deepthi; Davatzikos, Christos; Sako, Chiharu; Ghodasara, Satyam; Bilello, Michel; Mohan, Suyash; Vollmuth, Philipp; Brugnara, Gianluca; Preetha, Chandrakanth J.; Sahm, Felix; Maier-Hein, Klaus; Zenk, Maximilian; Bendszus, Martin; Wick, Wolfgang; Calabrese, Evan; Rudie, Jeffrey; Villanueva-Meyer, Javier; Cha, Soonmee; Ingalhalikar, Madhura; Jadhav, Manali; Pandey, Umang; Saini, Jitender; Garrett, John; Larson, Matthew; Jeraj, Robert; Currie, Stuart; Frood, Russell; Fatania, Kavi; Huang, Raymond Y.; Chang, Ken; Balana, Carmen; Capellades, Jaume; Puig, Josep; Trenkler, Johannes; Pichler, Josef; Necker, Georg; Haunschmidt, Andreas; Meckel, Stephan; Shukla, Gaurav; Liem, Spencer; Alexander, Gregory S.; Lombardo, Joseph; Palmer, Joshua D.; Flanders, Adam E.; Dicker, Adam P.; Sair, Haris I.; Jones, Craig K.; Venkataraman, Archana; Jiang, Meirui; So, Tiffany Y.; Chen, Cheng; Heng, Pheng Ann; Dou, Qi; Kozubek, Michal; Lux, Filip; Michalek, Jan; Matula, Petr; Kerkovsky, Milos; Koprivova, Tereza; Dostal, Marek; Vybihal, Vaclav; Vogelbaum, Michael A.; Mitchell, J. Ross; Farinhas, Joaquim; Maldjian, Joseph A.; Yogananda, Chandan Ganesh Bangalore; Pinho, Marco C.; Reddy, Divya; Holcomb, James; Wagner, Benjamin C.; Ellingson, Benjamin M.; Cloughesy, Timothy F.; Raymond, Catalina; Oughourlian, Talia; Hagiwara, Akifumi; Wang, Chencai; To, Minh-Son; Bhardwaj, Sargam; Chong, Chee; Agzarian, Marc; Falcao, Alexandre Xavier; Martins, Samuel B.; Teixeira, Bernardo C. A.; Sprenger, Flavia; Menotti, David; Lucio, Diego R.; LaMontagne, Pamela; Marcus, Daniel; Wiestler, Benedikt; Kofler, Florian; Ezhov, Ivan; Metz, Marie; Jain, Rajan; Lee, Matthew; Lui, Yvonne W.; McKinley, Richard; Slotboom, Johannes; Radojewski, Piotr; Meier, Raphael; Wiest, Roland; Murcia, Derrick; Fu, Eric; Haas, Rourke; Thompson, John; Ormond, David Ryan; Badve, Chaitra; Sloan, Andrew E.; Vadmal, Vachan; Waite, Kristin; Colen, Rivka R.; Pei, Linmin; Ak, Murat; Srinivasan, Ashok; Bapuraj, J. Rajiv; Rao, Arvind; Wang, Nicholas; Yoshiaki, Ota; Moritani, Toshio; Turk, Sevcan; Lee, Joonsang; Prabhudesai, Snehal; Moron, Fanny; Mandel, Jacob; Kamnitsas, Konstantinos; Glocker, Ben; Dixon, Luke V. M.; Williams, Matthew; Zampakis, Peter; Panagiotopoulos, Vasileios; Tsiganos, Panagiotis; Alexiou, Sotiris; Haliassos, Ilias; Zacharaki, Evangelia I.; Moustakas, Konstantinos; Kalogeropoulou, Christina; Kardamakis, Dimitrios M.; Choi, Yoon Seong; Lee, Seung-Koo; Chang, Jong Hee; Ahn, Sung Soo; Luo, Bing; Poisson, Laila; Wen, Ning; Tiwari, Pallavi; Verma, Ruchika; Bareja, Rohan; Yadav, Ipsa; Chen, Jonathan; Kumar, Neeraj; Smits, Marion; van der Voort, Sebastian R.; Alafandi, Ahmed; Incekara, Fatih; Wijnenga, Maarten M. J.; Kapsas, Georgios; Gahrmann, Renske; Schouten, Joost W.; Dubbink, Hendrikus J.; Vincent, Arnaud J. P. E.; van den Bent, Martin J.; French, Pim J.; Klein, Stefan; Yuan, Yading; Sharma, Sonam; Tseng, Tzu-Chi; Adabi, Saba; Niclou, Simone P.; Keunen, Olivier; Hau, Ann-Christin; Vallieres, Martin; Fortin, David; Lepage, Martin; Landman, Bennett; Ramadass, Karthik; Xu, Kaiwen; Chotai, Silky; Chambless, Lola B.; Mistry, Akshitkumar; Thompson, Reid C.; Gusev, Yuriy; Bhuvaneshwar, Krithika; Sayah, Anousheh; Bencheqroun, Camelia; Belouali, Anas; Madhavan, Subha; Booth, Thomas C.; Chelliah, Alysha; Modat, Marc; Shuaib, Haris; Dragos, Carmen; Abayazeed, Aly; Kolodziej, Kenneth; Hill, Michael; Abbassy, Ahmed; Gamal, Shady; Mekhaimar, Mahmoud; Qayati, Mohamed; Reyes, Mauricio; Park, Ji Eun; Yun, Jihye; Kim, Ho Sung; Mahajan, Abhishek; Muzi, Mark; Benson, Sean; Beets-Tan, Regina G. H.; Teuwen, Jonas; Herrera-Trujillo, Alejandro; Trujillo, Maria; Escobar, William; Abello, Ana; Bernal, Jose; Gomez, Jhon; Choi, Joseph; Baek, Stephen; Kim, Yusung; Ismael, Heba; Allen, Bryan; Buatti, John M.; Kotrotsou, Aikaterini; Li, Hongwei; Weiss, Tobias; Weller, Michael; Bink, Andrea; Pouymayou, Bertrand; Shaykh, Hassan F.; Saltz, Joel; Prasanna, Prateek; Shrestha, Sampurna; Mani, Kartik M.; Payne, David; Kurc, Tahsin; Pelaez, Enrique; Franco-Maldonado, Heydy; Loayza, Francis; Quevedo, Sebastian; Guevara, Pamela; Torche, Esteban; Mendoza, Cristobal; Vera, Franco; Rios, Elvis; Lopez, Eduardo; Velastin, Sergio A.; Ogbole, Godwin; Soneye, Mayowa; Oyekunle, Dotun; Odafe-Oyibotha, Olubunmi; Osobu, Babatunde; Shu'aibu, Mustapha; Dorcas, Adeleye; Dako, Farouk; Simpson, Amber L.; Hamghalam, Mohammad; Peoples, Jacob J.; Hu, Ricky; Tran, Anh; Cutler, Danielle; Moraes, Fabio Y.; Boss, Michael A.; Gimpel, James; Veettil, Deepak Kattil; Schmidt, Kendall; Bialecki, Brian; Marella, Sailaja; Price, Cynthia; Cimino, Lisa; Apgar, Charles; Shah, Prashant; Menze, Bjoern; Barnholtz-Sloan, Jill S.; Martin, Jason; Bakas, Spyridon Share Save
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation Dorent, Reuben; Kujawa, Aaron; Ivory, Marina; Bakas, Spyridon; Rieke, Nicola; Joutard, Samuel; Glocker, Ben; Cardoso, Jorge; Modat, Marc; Batmanghelich, Kayhan; Belkov, Arseniy; Calisto, Maria Baldeon; Choi, Jae Won; Dawant, Benoit M.; Dong, Hexin; Escalera, Sergio; Fan, Yubo; Hansen, Lasse; Heinrich, Mattias P.; Joshi, Smriti; Kashtanova, Victoriya; Kim, Hyeon Gyu; Kondo, Satoshi; Kruse, Christian N.; Lai-Yuen, Susana K.; Li, Hao; Liu, Han; Ly, Buntheng; Oguz, Ipek; Shin, Hyungseob; Shirokikh, Boris; Su, Zixian; Wang, Guotai; Wu, Jianghao; Xu, Yanwu; Yao, Kai; Zhang, Li; Ourselin, Sebastien; Shapey, Jonathan; Vercauteren, Tom Share Save
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