The future of digital health with federated learning

por Rieke, Nicola, Hancox, Jonny, Li, Wenqi, Milletarì, Fausto, Roth, Holger R., Albarqouni, Shadi, Bakas, Spyridon, Galtier, Mathieu N., Landman, Bennett A., Maier-Hein, Klaus, Ourselin, Sébastien, Sheller, Micah, Summers, Ronald M., Trask, Andrew, Xu, Daguang, Baust, Maximilian, Cardoso, M. Jorge
Publicado 2020

Rapid Artificial Intelligence Solutions in a Pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge

por Roth, Holger R., Xu, Ziyue, Diez, Carlos Tor, Jacob, Ramon Sanchez, Zember, Jonathan, Molto, Jose, Li, Wenqi, Xu, Sheng, Turkbey, Baris, Turkbey, Evrim, Yang, Dong, Harouni, Ahmed, Rieke, Nicola, Hu, Shishuai, Isensee, Fabian, Tang, Claire, Yu, Qinji, Sölter, Jan, Zheng, Tong, Liauchuk, Vitali, Zhou, Ziqi, Moltz, Jan Hendrik, Oliveira, Bruno, Xia, Yong, Maier-Hein, Klaus H., Li, Qikai, Husch, Andreas, Zhang, Luyang, Kovalev, Vassili, Kang, Li, Hering, Alessa, Vilaça, João L., Flores, Mona, Xu, Daguang, Wood, Bradford, Linguraru, Marius George
Publicado 2021

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

por Roth, Holger R., Xu, Ziyue, Tor-Díez, Carlos, Sanchez Jacob, Ramon, Zember, Jonathan, Molto, Jose, Li, Wenqi, Xu, Sheng, Turkbey, Baris, Turkbey, Evrim, Yang, Dong, Harouni, Ahmed, Rieke, Nicola, Hu, Shishuai, Isensee, Fabian, Tang, Claire, Yu, Qinji, Sölter, Jan, Zheng, Tong, Liauchuk, Vitali, Zhou, Ziqi, Moltz, Jan Hendrik, Oliveira, Bruno, Xia, Yong, Maier-Hein, Klaus H., Li, Qikai, Husch, Andreas, Zhang, Luyang, Kovalev, Vassili, Kang, Li, Hering, Alessa, Vilaça, João L., Flores, Mona, Xu, Daguang, Wood, Bradford, Linguraru, Marius George
Publicado 2022

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation

por 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, Sébastien, Shapey, Jonathan, Vercauteren, Tom
Publicado 2023

Understanding metric-related pitfalls in image analysis validation

por REINKE, ANNIKA, TIZABI, MINU D., BAUMGARTNER, MICHAEL, EISENMANN, MATTHIAS, HECKMANN-NÖTZEL, DOREEN, KAVUR, A. EMRE, RÄDSCH, TIM, SUDRE, CAROLE H., ACION, LAURA, ANTONELLI, MICHELA, ARBEL, TAL, BAKAS, SPYRIDON, BENIS, ARRIEL, BLASCHKO, MATTHEW B., BUETTNER, FLORIAN, CARDOSO, M. JORGE, CHEPLYGINA, VERONIKA, CHEN, JIANXU, CHRISTODOULOU, EVANGELIA, CIMINI, BETH A., COLLINS, GARY S., FARAHANI, KEYVAN, FERRER, LUCIANA, GALDRAN, ADRIAN, VAN GINNEKEN, BRAM, GLOCKER, BEN, GODAU, PATRICK, HAASE, ROBERT, HASHIMOTO, DANIEL A., HOFFMAN, MICHAEL M., HUISMAN, MEREL, ISENSEE, FABIAN, JANNIN, PIERRE, KAHN, CHARLES E., KAINMUELLER, DAGMAR, KAINZ, BERNHARD, KARARGYRIS, ALEXANDROS, KARTHIKESALINGAM, ALAN, KENNGOTT, HANNES, 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., MATTSON, PETER, MEIJERING, ERIK, MENZE, BJOERN, MOONS, KAREL G.M., MÜLLER, HENNING, NICHYPORUK, BRENNAN, NICKEL, FELIX, PETERSEN, JENS, RAFELSKI, SUSANNE M., RAJPOOT, NASIR, REYES, MAURICIO, RIEGLER, MICHAEL A., RIEKE, NICOLA, SAEZ-RODRIGUEZ, JULIO, SÁNCHEZ, CLARA I., SHETTY, SHRAVYA, SUMMERS, RONALD M., TAHA, ABDEL A., TIULPIN, ALEKSEI, TSAFTARIS, SOTIRIOS A., VAN CALSTER, BEN, VAROQUAUX, GAËL, YANIV, ZIV R., JÄGER, PAUL F., MAIER-HEIN, LENA
Publicado 2023

Federated Learning used for predicting outcomes in SARS-COV-2 patients

por Flores, Mona, Dayan, Ittai, Roth, Holger, Zhong, Aoxiao, Harouni, Ahmed, Gentili, Amilcare, Abidin, Anas, Liu, Andrew, Costa, Anthony, Wood, Bradford, Tsai, Chien-Sung, Wang, Chih-Hung, Hsu, Chun-Nan, Lee, CK, Ruan, Colleen, Xu, Daguang, Wu, Dufan, Huang, Eddie, Kitamura, Felipe, Lacey, Griffin, César de Antônio Corradi, Gustavo, Shin, Hao-Hsin, Obinata, Hirofumi, Ren, Hui, Crane, Jason, Tetreault, Jesse, Guan, Jiahui, Garrett, John, Park, Jung Gil, Dreyer, Keith, Juluru, Krishna, Kersten, Kristopher, Bezerra Cavalcanti Rockenbach, Marcio Aloisio, Linguraru, Marius, Haider, Masoom, AbdelMaseeh, Meena, Rieke, Nicola, Damasceno, Pablo, Cruz e Silva, Pedro Mario, Wang, Pochuan, Xu, Sheng, Kawano, Shuichi, Sriswasdi, Sira, Park, Soo Young, Grist, Thomas, Buch, Varun, Jantarabenjakul, Watsamon, Wang, Weichung, Tak, Won Young, Li, Xiang, Lin, Xihong, Kwon, Fred, Gilbert, Fiona, Kaggie, Josh, Li, Quanzheng, Quraini, Abood, Feng, Andrew, Priest, Andrew, Turkbey, Baris, Glicksberg, Benjamin, Bizzo, Bernardo, Kim, Byung Seok, Tor-Diez, Carlos, Lee, Chia-Cheng, Hsu, Chia-Jung, Lin, Chin, Lai, Chiu-Ling, Hess, Christopher, Compas, Colin, Bhatia, Deepi, Oermann, Eric, Leibovitz, Evan, Sasaki, Hisashi, Mori, Hitoshi, Yang, Isaac, Sohn, Jae Ho, Keshava Murthy, Krishna Nand, Fu, Li-Chen, Furtado de Mendonça, Matheus Ribeiro, Fralick, Mike, Kang, Min Kyu, Adil, Mohammad, Gangai, Natalie, Vateekul, Peerapon, Elnajjar, Pierre, Hickman, Sarah, Majumdar, Sharmila, McLeod, Shelley, Reed, Sheridan, Graf, Stefan, Harmon, Stephanie, Kodama, Tatsuya, Puthanakit, Thanyawee, Mazzulli, Tony, de Lima Lavor, Vitor, Rakvongthai, Yothin, Lee, Yu Rim, Wen, Yuhong
Publicado 2021