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Assessing artificial intelligence in breast screening with stratified results on 306 839 mammograms across geographic regions, age, breast density and ethnicity: A Retrospective Investigation Evaluating Screening (ARIES) study Oberije, Cary J. G.; Currie, Rachel; Leaver, Alice; Redman, Alan; Teh, William; Sharma, Nisha; Fox, Georgia; Glocker, Ben; Khara, Galvin; Nash, Jonathan; Ng, Annie Y.; Kecskemethy, Peter D. Share Save
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TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods Collins, Gary S.; Moons, Karel G. M.; Dhiman, Paula; Riley, Richard; Beam, Andrew L.; Van Calster, Ben; Ghassemi, Marzyeh; Liu, Xiaoxuan; Reitsma, Johannes B.; van Smeden, Maarten; Boulesteix, Anne-Laure; Camaradou, Jennifer Catherine; Celi, Leo Anthony; Denaxas, Spiros; Denniston, Alastair K.; Glocker, Ben; Golub, Robert M.; Harvey, Hugh; Heinze, Georg; Hoffman, Michael M.; Kengne, Andre Pascal; Lam, Emily; Lee, Naomi; Loder, Elizabeth W.; Maier-Hein, Lena; Mateen, Bilal A.; McCradden, Melissa; Oakden-Rayner, Lauren; Ordish, Johan; Parnell, Richard; Rose, Sherri; Singh, Karandeep; Wynants, Laure; Logullo, Patricia Share Save
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Curation of myeloma observational study MALIMAR using XNAT: solving the challenges posed by real-world data Doran, Simon J.; Barfoot, Theo; Wedlake, Linda; Winfield, Jessica M.; Petts, James; Glocker, Ben; Li, Xingfeng; Leach, Martin; Kaiser, Martin; Barwick, Tara D.; Chaidos, Aristeidis; Satchwell, Laura; Soneji, Neil; Elgendy, Khalil; Sheeka, Alexander; Wallitt, Kathryn; Koh, Dow-Mu; Messiou, Christina; Rockall, Andrea Share Save
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Metrics reloaded: recommendations for image analysis validation Maier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D.; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A.; Wiesenfarth, Manuel; Kavur, A. Emre; Sudre, Carole H.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Raedsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B.; Cardoso, M. Jorge; Cheplygina, Veronika; Cimini, Beth A.; Collins, Gary S.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Jaeger, Paul F. Share Save
Understanding metric-related pitfalls in image analysis validation Reinke, Annika; Tizabi, Minu D.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Kavur, A. Emre; Raedsch, Tim; Sudre, Carole H.; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M. Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Glocker, Ben; Godau, Patrick; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Isensee, Fabian; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Kleesiek, Jens; Kofler, Florian; Kooi, Thijs; Kopp-Schneider, Annette; Kozubek, Michal; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rafelski, Susanne M.; Rajpoot, Nasir; Reyes, Mauricio; Riegler, Michael A.; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Yaniv, Ziv R.; Jaeger, Paul F.; Maier-Hein, Lena Share Save
Prospective implementation of AI-assisted screen reading to improve early detection of breast cancer Ng, Annie Y.; Oberije, Cary J. G.; Ambrozay, Eva; Szabo, Endre; Serfozo, Orsolya; Karpati, Edit; Fox, Georgia; Glocker, Ben; Morris, Elizabeth A.; Forrai, Gabor; Kecskemethy, Peter D. Share Save
Automatic correction of performance drift under acquisition shift in medical image classification Roschewitz, Melanie; Khara, Galvin; Yearsley, Joe; Sharma, Nisha; James, Jonathan J.; Ambrozay, Eva; Heroux, Adam; Kecskemethy, Peter; Rijken, Tobias; Glocker, Ben Share Save
Exploring Healthy Retinal Aging with Deep Learning Menten, Martin J.; Holland, Robbie; Leingang, Oliver; Bogunovic, Hrvoje; Hagag, Ahmed M.; Kaye, Rebecca; Riedl, Sophie; Traber, Ghislaine L.; Hassan, Osama N.; Pawlowski, Nick; Glocker, Ben; Fritsche, Lars G.; Scholl, Hendrik P. N.; Sivaprasad, Sobha; Schmidt-Erfurth, Ursula; Rueckert, Daniel; Lotery, Andrew J. Share Save
Use of Support Vector Machines Approach via ComBat Harmonized Diffusion Tensor Imaging for the Diagnosis and Prognosis of Mild Traumatic Brain Injury: A CENTER-TBI Study Pinto, Maira Siqueira; Winzeck, Stefan; Kornaropoulos, Evgenios N.; Richter, Sophie; Paolella, Roberto; Correia, Marta M.; Glocker, Ben; Williams, Guy; Vik, Anne; Posti, Jussi P.; Haberg, Asta; Stenberg, Jonas; Guns, Pieter-Jan; den Dekker, Arnold J.; Menon, David K.; Sijbers, Jan; Van Dyck, Pieter; Newcombe, Virginia F. J. Share Save
Development and Evaluation of Machine Learning in Whole-Body Magnetic Resonance Imaging for Detecting Metastases in Patients With Lung or Colon Cancer Rockall, Andrea G.; Li, Xingfeng; Johnson, Nicholas; Lavdas, Ioannis; Santhakumaran, Shalini; Prevost, A. Toby; Punwani, Shonit; Goh, Vicky; Barwick, Tara D.; Bharwani, Nishat; Sandhu, Amandeep; Sidhu, Harbir; Plumb, Andrew; Burn, James; Fagan, Aisling; Wengert, Georg J.; Koh, Dow-Mu; Reczko, Krystyna; Dou, Qi; Warwick, Jane; Liu, Xinxue; Messiou, Christina; Tunariu, Nina; Boavida, Peter; Soneji, Neil; Johnston, Edward W.; Kelly-Morland, Christian; De Paepe, Katja N.; Sokhi, Heminder; Wallitt, Kathryn; Lakhani, Amish; Russell, James; Salib, Miriam; Vinnicombe, Sarah; Haq, Adam; Aboagye, Eric O.; Taylor, Stuart; Glocker, Ben Share Save
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