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

Categorical and phenotypic image synthetic learning as an alternative to federated learning

类别和表型图像合成学习作为联邦学习的替代方案

Truong, Nghi C D; Bangalore Yogananda, Chandan Ganesh; Wagner, Benjamin C; Holcomb, James M; Reddy, Divya D; Saadat, Niloufar; Bowerman, Jason; Hatanpaa, Kimmo J; Patel, Toral R; Fei, Baowei; Lee, Matthew D; Jain, Rajan; Bruce, Richard J; Madhuranthakam, Ananth J; Pinho, Marco C; Maldjian, Joseph A

Arterial Spin Labeled MRI to Detect Early Placental Perfusion Differences in Fetal Heart Disease

动脉自旋标记磁共振成像技术用于检测胎儿心脏病早期胎盘灌注差异

Leon, Rachel L; Navalta, Marjorie; Greer, Joshua S; Madhuranthakam, Ananth J; Udayakumar, Durga

Bridging the clinical gap: Confidence informed IDH prediction in brain gliomas using MRI and deep learning

弥合临床差距:利用 MRI 和深度学习进行脑胶质瘤中 IDH 表达的置信度预测

Bangalore Yogananda, Chandan Ganesh; Truong, Nghi C D; Wagner, Benjamin C; Xi, Yin; Bowerman, Jason; Reddy, Divya D; Holcomb, James M; Saadat, Niloufar; Hatanpaa, Kimmo J; Patel, Toral R; Fei, Baowei; Lee, Matthew D; Jain, Rajan; Bruce, Richard J; Madhuranthakam, Ananth J; Pinho, Marco C; Maldjian, Joseph A

Repeatability and Reproducibility of Pseudocontinuous Arterial Spin-Labeling-Measured Brain Perfusion in Healthy Volunteers and Patients with Glioblastoma

健康志愿者和胶质母细胞瘤患者中伪连续动脉自旋标记法测量的脑灌注的重复性和再现性

Zhou, Limin; Udayakumar, Durga; Wang, Yiming; Pinho, Marco C; Wagner, Benjamin C; Youssef, Michael; Maldjian, Joseph A; Madhuranthakam, Ananth J

Multi-Center, Multi-Vendor Validation of Simultaneous MRI-Based Proton Density Fat Fraction and R2* Mapping Using a Combined Proton Density Fat Fraction-R2* Phantom

利用联合质子密度脂肪分数-R2*体模,对基于磁共振成像的质子密度脂肪分数和R2*同步映射进行多中心、多厂商验证

Starekova, Jitka; Rutkowski, David; Bae, Won C; Do, Hung; Madhuranthakam, Ananth J; Malis, Vadim; Lin, Sheng Qing; Serai, Suraj; Yokoo, Takeshi; Reeder, Scott B; Brittain, Jean H; Hernando, Diego

Improving tissue contrast visualization in two-point Dixon MRI using dark-fat processing: application in clinical knee imaging

利用暗脂肪处理提高双点Dixon MRI的组织对比度可视化:在临床膝关节成像中的应用

Lin, Sheng-Qing; Fonseca, Sebastian; Andrew, Dhilip; Udayakumar, Durga; Silva, Flavio Duarte; Chhabra, Avneesh; Madhuranthakam, Ananth J

Mitigating Data Scarcity in the Classification of Glioma Molecular Subtypes: The Power of Generative Imaging

缓解胶质瘤分子亚型分类中数据匮乏的问题:生成式成像的力量

Truong, Nghi C D; Ganesh Bangalore Yogananda, Chandan; Wagner, Benjamin C; Saadat, Niloufar; Holcomb, James M; Reddy, Divya; Lodhi, Sadeem; Bowerman, Jason; Hatanpaa, Kimmo J; Patel, Toral R; Fei, Baowei; Lee, Matthew D; Jain, Rajan; Bruce, Richard J; Pinho, Marco C; Madhuranthakam, Ananth J; Maldjian, Joseph A

Data Harmonization with StyleTransfer-GANs: Enhancing Non-Invasive IDH Classification in Brain Tumors

利用 StyleTransfer-GANs 进行数据协调:增强脑肿瘤中 IDH 的非侵入性分类

Chandan, Ganesh B Y; Bowerman, Jason; Truong, Nghi C D; Wagner, Benjamin C; Reddy, Divya D; Holcomb, James M; Saadat, Niloufar; Hatanpaa, Kimmo J; Patel, Toral R; Fei, Baowei; Lee, Matthew D; Jain, Rajan; Bruce, Richard J; Pinho, Marco C; Madhuranthakam, Ananth J; Maldjian, Joseph A

Two-Stage Training Framework Using Multicontrast MRI Radiomics for IDH Mutation Status Prediction in Glioma

基于多对比度MRI放射组学的两阶段训练框架用于胶质瘤IDH突变状态预测

Truong, Nghi C D; Bangalore Yogananda, Chandan Ganesh; Wagner, Benjamin C; Holcomb, James M; Reddy, Divya; Saadat, Niloufar; Hatanpaa, Kimmo J; Patel, Toral R; Fei, Baowei; Lee, Matthew D; Jain, Rajan; Bruce, Richard J; Pinho, Marco C; Madhuranthakam, Ananth J; Maldjian, Joseph A