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

Machine learning-based prognostic subgrouping of glioblastoma: A multicenter study

基于机器学习的胶质母细胞瘤预后亚组分析:一项多中心研究

Akbari, Hamed; Bakas, Spyridon; Sako, Chiharu; Fathi Kazerooni, Anahita; Villanueva-Meyer, Javier; Garcia, Jose A; Mamourian, Elizabeth; Liu, Fang; Cao, Quy; Shinohara, Russell T; Baid, Ujjwal; Getka, Alexander; Pati, Sarthak; Singh, Ashish; Calabrese, Evan; Chang, Susan; Rudie, Jeffrey; Sotiras, Aristeidis; LaMontagne, Pamela; Marcus, Daniel S; Milchenko, Mikhail; Nazeri, Arash; Balana, Carmen; Capellades, Jaume; Puig, Josep; Badve, Chaitra; Barnholtz-Sloan, Jill S; Sloan, Andrew E; Vadmal, Vachan; Waite, Kristin; Ak, Murat; Colen, Rivka R; Park, Yae Won; Ahn, Sung Soo; Chang, Jong Hee; Choi, Yoon Seong; Lee, Seung-Koo; Alexander, Gregory S; Ali, Ayesha S; Dicker, Adam P; Flanders, Adam E; Liem, Spencer; Lombardo, Joseph; Shi, Wenyin; Shukla, Gaurav; Griffith, Brent; Poisson, Laila M; Rogers, Lisa R; Kotrotsou, Aikaterini; Booth, Thomas C; Jain, Rajan; Lee, Matthew; Mahajan, Abhishek; Chakravarti, Arnab; Palmer, Joshua D; DiCostanzo, Dominic; Fathallah-Shaykh, Hassan; Cepeda, Santiago; Santonocito, Orazio Santo; Di Stefano, Anna Luisa; Wiestler, Benedikt; Melhem, Elias R; Woodworth, Graeme F; Tiwari, Pallavi; Valdes, Pablo; Matsumoto, Yuji; Otani, Yoshihiro; Imoto, Ryoji; Aboian, Mariam; Koizumi, Shinichiro; Kurozumi, Kazuhiko; Kawakatsu, Toru; Alexander, Kimberley; Satgunaseelan, Laveniya; Rulseh, Aaron M; Bagley, Stephen J; Bilello, Michel; Binder, Zev A; Brem, Steven; Desai, Arati S; Lustig, Robert A; Maloney, Eileen; Prior, Timothy; Amankulor, Nduka; Nasrallah, MacLean P; O'Rourke, Donald M; Mohan, Suyash; Davatzikos, Christos

Chemoselective Synthesis of 1,5-Benzodi(thi)azepine Derivatives from 1‑Polyfluoroalkyl-3-styryl-1,3-diketones

由 1-多氟烷基-3-苯乙烯基-1,3-二酮化学选择性合成 1,5-苯并二(噻)氮杂环庚烷衍生物

Korotaev, Vladislav Y; Zimnitskiy, Nikolay S; Kochnev, Ivan A; Gomzikova, Elizaveta M; Milchenko, Anastasia D; Tverdokhlebov, Nikolay A; Eltsov, Oleg S; Barkov, Alexey Y; Sosnovskikh, Vyacheslav Y

Planned Surgical Trajectory Affects Clinical Motor Outcome in Deep Brain Stimulation Targeted at Subthalamic Nucleus for Parkinson's Disease

计划的手术路径影响帕金森病丘脑底核深部脑刺激的临床运动结果

Wang, Laura S; Younce, John R; Milchenko, Mikhail; Ushe, Mwiza; Alfradique-Dunham, Isabel; Tabbal, Samer D; Dowling, Joshua L; Perlmutter, Joel S; Norris, Scott A

Optimal approaches to analyzing functional MRI data in glioma patients

胶质瘤患者功能磁共振成像数据分析的最佳方法

Park, Ki Yun; Shimony, Joshua S; Chakrabarty, Satrajit; Tanenbaum, Aaron B; Hacker, Carl D; Donovan, Kara M; Luckett, Patrick H; Milchenko, Mikhail; Sotiras, Aristeidis; Marcus, Daniel S; Leuthardt, Eric C; Snyder, Abraham Z

MRI-based Identification and Classification of Major Intracranial Tumor Types by Using a 3D Convolutional Neural Network: A Retrospective Multi-institutional Analysis

基于磁共振成像的三维卷积神经网络在颅内主要肿瘤类型识别与分类中的应用:一项回顾性多中心分析

Chakrabarty, Satrajit; Sotiras, Aristeidis; Milchenko, Mikhail; LaMontagne, Pamela; Hileman, Michael; Marcus, Daniel

Resting-State Functional Connectivity Predicts STN DBS Clinical Response

静息态功能连接性可预测丘脑底核深部脑刺激的临床反应

Younce, John R; Campbell, Meghan C; Hershey, Tamara; Tanenbaum, Aaron B; Milchenko, Mikhail; Ushe, Mwiza; Karimi, Morvarid; Tabbal, Samer D; Kim, Albert E; Snyder, Abraham Z; Perlmutter, Joel S; Norris, Scott A

De-identification procedures for magnetic resonance images and the impact on structural brain measures at different ages

磁共振图像去标识化程序及其对不同年龄段大脑结构测量的影响

Buimer, Elizabeth E L; Schnack, Hugo G; Caspi, Yaron; van Haren, Neeltje E M; Milchenko, Mikhail; Pas, Pascal; Hulshoff Pol, Hilleke E; Brouwer, Rachel M

Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training

在弥漫性胶质瘤存在的情况下,利用 MRI 扫描进行脑提取:深度学习方法和稳健的模态无关训练的多中心性能评估

Thakur, Siddhesh; Doshi, Jimit; Pati, Sarthak; Rathore, Saima; Sako, Chiharu; Bilello, Michel; Ha, Sung Min; Shukla, Gaurav; Flanders, Adam; Kotrotsou, Aikaterini; Milchenko, Mikhail; Liem, Spencer; Alexander, Gregory S; Lombardo, Joseph; Palmer, Joshua D; LaMontagne, Pamela; Nazeri, Arash; Talbar, Sanjay; Kulkarni, Uday; Marcus, Daniel; Colen, Rivka; Davatzikos, Christos; Erus, Guray; Bakas, Spyridon

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data

医学领域的联邦学习:在不共享患者数据的情况下促进多机构合作

Sheller, Micah J; Edwards, Brandon; Reina, G Anthony; Martin, Jason; Pati, Sarthak; Kotrotsou, Aikaterini; Milchenko, Mikhail; Xu, Weilin; Marcus, Daniel; Colen, Rivka R; Bakas, Spyridon