Not logged in End-to-end reproducible AI pipelines in radiology using the cloud Bontempi, Dennis; Nuernberg, Leonard; Pai, Suraj; Krishnaswamy, Deepa; Thiriveedhi, Vamsi; Hosny, Ahmed; Mak, Raymond H.; Farahani, Keyvan; Kikinis, Ron; Fedorov, Andrey; Aerts, Hugo J. W. L. Share Save
Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge Schmidt, Kendall; Bearce, Benjamin; Chang, Ken; Coombs, Laura; Farahani, Keyvan; Elbatel, Marawan; Mouheb, Kaouther; Marti, Robert; Zhang, Ruipeng; Zhang, Yao; Wang, Yanfeng; Hu, Yaojun; Ying, Haochao; Xu, Yuyang; Testagrose, Conrad; Demirer, Mutlu; Gupta, Vikash; Akuenal, Uenal; Bujotzek, Markus; Maier-Hein, Klaus H.; Qin, Yi; Li, Xiaomeng; Kalpathy-Cramer, Jayashree; Roth, Holger R. Share Save
NCI Cancer Research Data Commons: Resources to Share Key Cancer Data Wang, Zhining; Davidsen, Tanja M.; Kuffel, Gina R.; Addepalli, Kanakadurga; Bell, Amanda; Casas-Silva, Esmeralda; Dingerdissen, Hayley; Farahani, Keyvan; Fedorov, Andrey; Gaheen, Sharon; Grossman, Robert L.; Kikinis, Ron; Kim, Erika; Otridge, John; Pihl, Todd; Porter, Melissa; Rodriguez, Henry; Staudt, Louis M.; Thangudu, Ratna R.; Venkatachari, Sudha; Zenklusen, Jean Claude; Zhang, Xu; Barnholtz-Sloan, Jill S.; Kerlavage, Anthony R. Share Save
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
National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence Fedorov, Andrey; Longabaugh, William J. R.; Pot, David; Clunie, David A.; Pieper, Steven D.; Gibbs, David L.; Bridge, Christopher; Herrmann, Markus D.; Homeyer, Andre; Lewis, Rob; Aerts, Hugo J. W. L.; Krishnaswamy, Deepa; Thiriveedhi, Vamsi Krishna; Ciausu, Cosmin; Schacherer, Daniela P.; Bontempi, Dennis; Pihl, Todd; Wagner, Ulrike; Farahani, Keyvan; Kim, Erika; Kikinis, Ron Share Save
Operational Ontology for Oncology (O3): A Professional Society-Based, Multistakeholder, Consensus-Driven Informatics Standard Supporting Clinical and Research Use of Real- World Data From Patients Treated for Cancer Mayo, Charles S.; Feng, Mary U.; Brock, Kristy K.; Kudner, Randi; Balter, Peter; Buchsbaum, Jeffrey C.; Caissie, Amanda; Covington, Elizabeth; Daugherty, Emily C.; Dekker, Andre L.; Fuller, Clifton D.; Hallstrom, Anneka L.; Hong, David S.; Hong, Julian C.; Kamran, Sophia C.; Katsoulakis, Eva; Kildea, John; Krauze, Andra V.; Kruse, Jon J.; Mcnutt, Tod; Mierzwa, Michelle; Moreno, Amy; Palta, Jatinder R.; Popple, Richard; Purdie, Thomas G.; Richardson, Susan; Sharp, Gregory C.; Satomi, Shiraishi; Tarbox, Lawrence R.; Venkatesan, Aradhana M.; Witztum, Alon; Woods, Kelly E.; Yao, Yuan; Farahani, Keyvan; Aneja, Sanjay; Gabriel, Peter E.; Hadjiiski, Lubomire; Ruan, Dan; Siewerdsen, Jeffrey H.; Bratt, Steven; Casagni, Michelle; Chen, Su; Christodouleas, John C.; Didonato, Anthony; Hayman, James; Kapoor, Rishhab; Kravitz, Saul; Sebastian, Sharon; Von Siebenthal, Martin; Bosch, Walter; Hurkmans, Coen; Yom, Sue S.; Xiao, Ying Share Save
Accelerating de-identification of images with cloud services to support data sharing in cancer research Kopchick, Benjamin P.; Opsahl-Ong, Laura K.; Pan, Qinyan; Rutherford, Michael W.; Wagner, Ulrike; Singh, Bhavani S.; Gustafson, Scott; Prior, Fred W.; Clunie, David A.; Klenk, Juergen A.; Farahani, Keyvan Share Save
The Medical Segmentation Decathlon Antonelli, Michela; Reinke, Annika; Bakas, Spyridon; Farahani, Keyvan; Kopp-Schneider, Annette; Landman, Bennett A.; Litjens, Geert; Menze, Bjoern; Ronneberger, Olaf; Summers, Ronald M.; van Ginneken, Bram; Bilello, Michel; Bilic, Patrick; Christ, Patrick F.; Do, Richard K. G.; Gollub, Marc J.; Heckers, Stephan H.; Huisman, Henkjan; Jarnagin, William R.; McHugo, Maureen K.; Napel, Sandy; Pernicka, Jennifer S. Golia; Rhode, Kawal; Tobon-Gomez, Catalina; Vorontsov, Eugene; Meakin, James A.; Ourselin, Sebastien; Wiesenfarth, Manuel; Arbelaez, Pablo; Bae, Byeonguk; Chen, Sihong; Daza, Laura; Feng, Jianjiang; He, Baochun; Isensee, Fabian; Ji, Yuanfeng; Jia, Fucang; Kim, Ildoo; Maier-Hein, Klaus; Merhof, Dorit; Pai, Akshay; Park, Beomhee; Perslev, Mathias; Rezaiifar, Ramin; Rippel, Oliver; Sarasua, Ignacio; Shen, Wei; Son, Jaemin; Wachinger, Christian; Wang, Liansheng; Wang, Yan; Xia, Yingda; Xu, Daguang; Xu, Zhanwei; Zheng, Yefeng; Simpson, Amber L.; Maier-Hein, Lena; Cardoso, M. Jorge Share Save
Human-level COVID-19 diagnosis from low-dose CT scans using a two-stage time-distributed capsule network Afshar, Parnian; Rafiee, Moezedin Javad; Naderkhani, Farnoosh; Heidarian, Shahin; Enshaei, Nastaran; Oikonomou, Anastasia; Fard, Faranak Babaki; Anconina, Reut; Farahani, Keyvan; Plataniotis, Konstantinos N.; Mohammadi, Arash Share Save
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge Balagurunathan, Yoganand; Beers, Andrew; Mcnitt-Gray, Michael; Hadjiiski, Lubomir; Napel, Sandy; Goldgof, Dmitry; Perez, Gustavo; Arbelaez, Pablo; Mehrtash, Alireza; Kapur, Tina; Yang, Ehwa; Moon, Jung Won; Perez, Gabriel Bernardino; Delgado-Gonzalo, Ricard; Farhangi, M. Mehdi; Amini, Amir A.; Ni, Renkun; Feng, Xue; Bagari, Aditya; Vaidhya, Kiran; Veasey, Benjamin; Safta, Wiem; Frigui, Hichem; Enguehard, Joseph; Gholipour, Ali; Castillo, Laura Silvana; Daza, Laura Alexandra; Pinsky, Paul; Kalpathy-Cramer, Jayashree; Farahani, Keyvan Share Save
AAPM Task Group 241: A medical physicist's guide to MRI-guided focused ultrasound body systems Payne, Allison; Chopra, Rajiv; Ellens, Nicholas; Chen, Lili; Ghanouni, Pejman; Sammet, Steffen; Diederich, Chris; Ter Haar, Gail; Parker, Dennis; Moonen, Chrit; Stafford, Jason; Moros, Eduardo; Schlesinger, David; Benedict, Stanley; Wear, Keith; Partanen, Ari; Farahani, Keyvan Share Save
NCI Imaging Data Commons Fedorov, Andrey; Longabaugh, William J. R.; Pot, David; Clunie, David A.; Pieper, Steve; Aerts, Hugo J. W. L.; Homeyer, Andre; Lewis, Rob; Akbarzadeh, Afshin; Bontempi, Dennis; Clifford, William; Herrmann, Markus D.; Hoefener, Henning; Octaviano, Igor; Osborne, Chad; Paquette, Suzanne; Petts, James; Punzo, Davide; Reyes, Madelyn; Schacherer, Daniela P.; Tian, Mi; White, George; Ziegler, Erik; Shmulevich, Ilya; Pihl, Todd; Wagner, Ulrike; Farahani, Keyvan; Kikinis, Ron Share Save
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Proceedings from the First Global Artificial Intelligence in Gastroenterology and Endoscopy Summit Parasa, Sravanthi; Wallace, Michael; Bagci, Ulas; Antonino, Mark; Berzin, Tyler; Byrne, Michael; Celik, Haydar; Farahani, Keyvan; Golding, Martin; Gross, Seth; Jamali, Vafa; Mendonca, Paulo; Mori, Yuichi; Ninh, Andrew; Repici, Alessandro; Rex, Douglas; Skrinak, Kris; Thakkar, Shyam J.; van Hooft, Jeanin E.; Vargo, John; Yu, Honggang; Xu, Ziyue; Sharma, Prateek Share Save
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Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches Kurc, Tahsin; Bakas, Spyridon; Ren, Xuhua; Bagari, Aditya; Momeni, Alexandre; Huang, Yue; Zhang, Lichi; Kumar, Ashish; Thibault, Marc; Qi, Qi; Wang, Qian; Kori, Avinash; Gevaert, Olivier; Zhang, Yunlong; Shen, Dinggang; Khened, Mahendra; Ding, Xinghao; Krishnamurthi, Ganapathy; Kalpathy-Cramer, Jayashree; Davis, James; Zhao, Tianhao; Gupta, Rajarsi; Saltz, Joel; Farahani, Keyvan Share Save
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