日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

利用联邦肿瘤分割(FeTS)挑战赛实现医疗保健人工智能算法的公平、去中心化基准测试

Zenk, Maximilian; Baid, Ujjwal; Pati, Sarthak; Linardos, Akis; Edwards, Brandon; Sheller, Micah; Foley, Patrick; Aristizabal, Alejandro; Zimmerer, David; Gruzdev, Alexey; Martin, Jason; Shinohara, Russell T; Reinke, Annika; Isensee, Fabian; Parampottupadam, Santhosh; Parekh, Kaushal; Floca, Ralf; Kassem, Hasan; Baheti, Bhakti; Thakur, Siddhesh; Chung, Verena; Kushibar, Kaisar; Lekadir, Karim; Jiang, Meirui; Yin, Youtan; Yang, Hongzheng; Liu, Quande; Chen, Cheng; Dou, Qi; Heng, Pheng-Ann; Zhang, Xiaofan; Zhang, Shaoting; Khan, Muhammad Irfan; Azeem, Mohammad Ayyaz; Jafaritadi, Mojtaba; Alhoniemi, Esa; Kontio, Elina; Khan, Suleiman A; Mächler, Leon; Ezhov, Ivan; Kofler, Florian; Shit, Suprosanna; Paetzold, Johannes C; Loehr, Timo; Wiestler, Benedikt; Peiris, Himashi; Pawar, Kamlesh; Zhong, Shenjun; Chen, Zhaolin; Hayat, Munawar; Egan, Gary; Harandi, Mehrtash; Isik Polat, Ece; Polat, Gorkem; Kocyigit, Altan; Temizel, Alptekin; Tuladhar, Anup; Tyagi, Lakshay; Souza, Raissa; Forkert, Nils D; Mouches, Pauline; Wilms, Matthias; Shambhat, Vishruth; Maurya, Akansh; Danannavar, Shubham Subhas; Kalla, Rohit; Anand, Vikas Kumar; Krishnamurthi, Ganapathy; Nalawade, Sahil; Ganesh, Chandan; Wagner, Ben; Reddy, Divya; Das, Yudhajit; Yu, Fang F; Fei, Baowei; Madhuranthakam, Ananth J; Maldjian, Joseph; Singh, Gaurav; Ren, Jianxun; Zhang, Wei; An, Ning; Hu, Qingyu; Zhang, Youjia; Zhou, Ying; Siomos, Vasilis; Tarroni, Giacomo; Passerrat-Palmbach, Jonathan; Rawat, Ambrish; Zizzo, Giulio; Kadhe, Swanand Ravindra; Epperlein, Jonathan P; Braghin, Stefano; Wang, Yuan; Kanagavelu, Renuga; Wei, Qingsong; Yang, Yechao; Liu, Yong; Kotowski, Krzysztof; Adamski, Szymon; Machura, Bartosz; Malara, Wojciech; Zarudzki, Lukasz; Nalepa, Jakub; Shi, Yaying; Gao, Hongjian; Avestimehr, Salman; Yan, Yonghong; Akbar, Agus S; Kondrateva, Ekaterina; Yang, Hua; Li, Zhaopei; Wu, Hung-Yu; Roth, Johannes; Saueressig, Camillo; Milesi, Alexandre; Nguyen, Quoc D; Gruenhagen, Nathan J; Huang, Tsung-Ming; Ma, Jun; Singh, Har Shwinder H; Pan, Nai-Yu; Zhang, Dingwen; Zeineldin, Ramy A; Futrega, Michal; Yuan, Yading; Conte, Gian Marco; Feng, Xue; Pham, Quan D; Xia, Yong; Jiang, Zhifan; Luu, Huan Minh; Dobko, Mariia; Carré, Alexandre; Tuchinov, Bair; Mohy-Ud-Din, Hassan; Alam, Saruar; Singh, Anup; Shah, Nameeta; Wang, Weichung; Sako, Chiharu; Bilello, Michel; Ghodasara, Satyam; Mohan, Suyash; Davatzikos, Christos; Calabrese, Evan; Rudie, Jeffrey; Villanueva-Meyer, Javier; Cha, Soonmee; Hess, Christopher; Mongan, John; Ingalhalikar, Madhura; Jadhav, Manali; Pandey, Umang; Saini, Jitender; Huang, Raymond Y; Chang, Ken; To, Minh-Son; Bhardwaj, Sargam; Chong, Chee; Agzarian, Marc; Kozubek, Michal; Lux, Filip; Michálek, Jan; Matula, Petr; Ker Kovský, Miloš; Kopr Ivová, Tereza; Dostál, Marek; Vybíhal, Václav; Pinho, Marco C; Holcomb, James; Metz, Marie; Jain, Rajan; Lee, Matthew D; Lui, Yvonne W; Tiwari, Pallavi; Verma, Ruchika; Bareja, Rohan; Yadav, Ipsa; Chen, Jonathan; Kumar, Neeraj; Gusev, Yuriy; Bhuvaneshwar, Krithika; Sayah, Anousheh; Bencheqroun, Camelia; Belouali, Anas; Madhavan, Subha; Colen, Rivka R; Kotrotsou, Aikaterini; Vollmuth, Philipp; Brugnara, Gianluca; Preetha, Chandrakanth J; Sahm, Felix; Bendszus, Martin; Wick, Wolfgang; Mahajan, Abhishek; Balaña, Carmen; Capellades, Jaume; Puig, Josep; Choi, Yoon Seong; Lee, Seung-Koo; Chang, Jong Hee; Ahn, Sung Soo; Shaykh, Hassan F; Herrera-Trujillo, Alejandro; Trujillo, Maria; Escobar, William; Abello, Ana; Bernal, Jose; Gómez, Jhon; LaMontagne, Pamela; Marcus, Daniel S; Milchenko, Mikhail; Nazeri, Arash; Landman, Bennett; Ramadass, Karthik; Xu, Kaiwen; Chotai, Silky; Chambless, Lola B; Mistry, Akshitkumar; Thompson, Reid C; Srinivasan, Ashok; Bapuraj, J Rajiv; Rao, Arvind; Wang, Nicholas; Yoshiaki, Ota; Moritani, Toshio; Turk, Sevcan; Lee, Joonsang; Prabhudesai, Snehal; Garrett, John; Larson, Matthew; Jeraj, Robert; Li, Hongwei; Weiss, Tobias; Weller, Michael; Bink, Andrea; Pouymayou, Bertrand; Sharma, Sonam; Tseng, Tzu-Chi; Adabi, Saba; Xavier Falcão, Alexandre; Martins, Samuel B; Teixeira, Bernardo C A; Sprenger, Flávia; Menotti, David; Lucio, Diego R; Niclou, Simone P; Keunen, Olivier; Hau, Ann-Christin; Pelaez, Enrique; Franco-Maldonado, Heydy; Loayza, Francis; Quevedo, Sebastian; McKinley, Richard; Slotboom, Johannes; Radojewski, Piotr; Meier, Raphael; Wiest, Roland; Trenkler, Johannes; Pichler, Josef; Necker, Georg; Haunschmidt, Andreas; Meckel, Stephan; Guevara, Pamela; Torche, Esteban; Mendoza, Cristobal; Vera, Franco; Ríos, Elvis; López, Eduardo; Velastin, Sergio A; Choi, Joseph; Baek, Stephen; Kim, Yusung; Ismael, Heba; Allen, Bryan; Buatti, John M; Zampakis, Peter; Panagiotopoulos, Vasileios; Tsiganos, Panagiotis; Alexiou, Sotiris; Haliassos, Ilias; Zacharaki, Evangelia I; Moustakas, Konstantinos; Kalogeropoulou, Christina; Kardamakis, Dimitrios M; Luo, Bing; Poisson, Laila M; Wen, Ning; Vallières, Martin; Loutfi, Mahdi Ait Lhaj; Fortin, David; Lepage, Martin; Morón, Fanny; Mandel, Jacob; Shukla, Gaurav; Liem, Spencer; Alexandre, Gregory S; Lombardo, Joseph; Palmer, Joshua D; Flanders, Adam E; Dicker, Adam P; Ogbole, Godwin; Oyekunle, Dotun; Odafe-Oyibotha, Olubunmi; Osobu, Babatunde; Shu'aibu Hikima, Mustapha; Soneye, Mayowa; Dako, Farouk; Dorcas, Adeleye; Murcia, Derrick; Fu, Eric; Haas, Rourke; Thompson, John A; Ormond, David Ryan; Currie, Stuart; Fatania, Kavi; Frood, Russell; Simpson, Amber L; Peoples, Jacob J; Hu, Ricky; Cutler, Danielle; Moraes, Fabio Y; Tran, Anh; Hamghalam, Mohammad; Boss, Michael A; Gimpel, James; Kattil Veettil, Deepak; Schmidt, Kendall; Cimino, Lisa; Price, Cynthia; Bialecki, Brian; Marella, Sailaja; Apgar, Charles; Jakab, Andras; Weber, Marc-André; Colak, Errol; Kleesiek, Jens; Freymann, John B; Kirby, Justin S; Maier-Hein, Lena; Albrecht, Jake; Mattson, Peter; Karargyris, Alexandros; Shah, Prashant; Menze, Bjoern; Maier-Hein, Klaus; Bakas, Spyridon

The future is in the background: background EEG patterns, not acute seizures, predict epilepsy and neurodevelopmental outcomes in neonatal HIE

未来就在背景中:背景脑电图模式,而非急性癫痫发作,能够预测新生儿缺氧缺血性脑病(HIE)的癫痫和神经发育结局。

Woodward, Kristine E; de Jesus, Pauline; Amador, Kimberly; Mouches, Pauline; Braun, Marvin; Mohammad, Khorshid; Forkert, Nils D; Esser, Michael J

Analysis and visualization of the effect of multiple sclerosis on biological brain age

分析和可视化多发性硬化症对生物脑年龄的影响

Romme, Catharina J A; Stanley, Emma A M; Mouches, Pauline; Wilms, Matthias; Pike, G Bruce; Metz, Luanne M; Forkert, Nils D

Aerobic exercise increases brain vessel lumen size and blood flow in young adults with elevated blood pressure. Secondary analysis of the TEPHRA randomized clinical trial

有氧运动可增加高血压青年人的脑血管管腔大小和血流量。这是对TEPHRA随机临床试验的二次分析。

Lapidaire, Winok; Forkert, Nils D; Williamson, Wilby; Huckstep, Odaro; Tan, Cheryl Mj; Alsharqi, Maryam; Mohamed, Afifah; Kitt, Jamie; Burchert, Holger; Mouches, Pauline; Dawes, Helen; Foster, Charlie; Okell, Thomas W; Lewandowski, Adam J; Leeson, Paul

Explainable classification of Parkinson's disease using deep learning trained on a large multi-center database of T1-weighted MRI datasets

利用基于大型多中心T1加权MRI数据集的深度学习对帕金森病进行可解释分类

Camacho, Milton; Wilms, Matthias; Mouches, Pauline; Almgren, Hannes; Souza, Raissa; Camicioli, Richard; Ismail, Zahinoor; Monchi, Oury; Forkert, Nils D

An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction

分析有限训练数据对分布式学习场景下脑龄预测的影响

Souza, Raissa; Mouches, Pauline; Wilms, Matthias; Tuladhar, Anup; Langner, Sönke; Forkert, Nils D

Association of stroke lesion shape with newly detected atrial fibrillation - Results from the MonDAFIS study

卒中病灶形状与新发现的心房颤动之间的关联——MonDAFIS 研究的结果

Pimentel, Bernardo Crespo; Ingwersen, Thies; Haeusler, Karl Georg; Schlemm, Eckhard; Forkert, Nils D; Rajashekar, Deepthi; Mouches, Pauline; Königsberg, Alina; Kirchhof, Paulus; Kunze, Claudia; Tütüncü, Serdar; Olma, Manuel C; Krämer, Michael; Michalski, Dominik; Kraft, Andrea; Rizos, Timolaos; Helberg, Torsten; Ehrlich, Sven; Nabavi, Darius G; Röther, Joachim; Laufs, Ulrich; Veltkamp, Roland; Heuschmann, Peter U; Cheng, Bastian; Endres, Matthias; Thomalla, Götz

Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions

利用磁共振成像和血管造影技术进行多模态生物学脑年龄预测,并识别预测区域

Mouches, Pauline; Wilms, Matthias; Rajashekar, Deepthi; Langner, Sönke; Forkert, Nils D

Multimodal brain age prediction fusing morphometric and imaging data and association with cardiovascular risk factors

融合形态测量和影像数据的多模态脑龄预测及其与心血管危险因素的关联

Mouches, Pauline; Wilms, Matthias; Aulakh, Agampreet; Langner, Sönke; Forkert, Nils D

Fairness-related performance and explainability effects in deep learning models for brain image analysis

脑图像分析深度学习模型中公平性相关的性能和可解释性效应

Stanley, Emma A M; Wilms, Matthias; Mouches, Pauline; Forkert, Nils D