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

Combining MRI radiomics, hypoxia gene signature score and clinical variables for prediction of biochemical recurrence-free survival after radiotherapy in prostate cancer

结合磁共振成像组学、缺氧基因特征评分和临床变量预测前列腺癌放疗后生化复发无进展生存期

Zhong, Jim; Davey, Angela; Frood, Russell; McWilliam, Alan; Shortall, Jane; Reardon, Mark; Reaves, Kimberley; Swinton, Martin; Hulson, Oliver; West, Catharine; Buckley, David; Brown, Sarah; Choudhury, Ananya; Hoskin, Peter; Henry, Ann; Scarsbrook, Andrew

Impact of intensity standardisation and ComBat batch size on clinical-radiomic prognostic models performance in a multi-centre study of patients with glioblastoma

强度标准化和 ComBat 批次大小对胶质母细胞瘤患者多中心临床放射组学预后模型性能的影响

Fatania, Kavi; Frood, Russell; Mistry, Hitesh; Short, Susan C; O'Connor, James; Scarsbrook, Andrew F; Currie, Stuart

Beyond the labels: Classifying countries by child health outcomes - A cluster analysis of child mortality and child-health data

超越标签:按儿童健康结果对国家进行分类——基于儿童死亡率和儿童健康数据的聚类分析

Purssell, Edward; Frood, Sharron; Sagoo, Rohit

Personalising anal cancer radiotherapy dose (PLATO): protocol for a multicentre integrated platform trial

肛门癌放射治疗剂量个体化(PLATO):多中心综合平台试验方案

Frood, Russell; Gilbert, Alexandra; Gilbert, Duncan; Abbott, Natalie L; Richman, Susan D; Goh, Vicky; Rao, Sheela; Webster, Joanne; Smith, Alexandra; Copeland, Joanne; Ruddock, Sharon P; Berkman, Lindy; Muirhead, Rebecca; Renehan, Andrew G; Harrison, Mark; Adams, Richard; Hawkins, Maria; Brown, Sarah; Sebag-Montefiore, David

Glioblastoma and radiotherapy: A multicenter AI study for Survival Predictions from MRI (GRASP study)

胶质母细胞瘤与放射治疗:一项基于 MRI 的生存预测多中心人工智能研究(GRASP 研究)

Chelliah, Alysha; Wood, David A; Canas, Liane S; Shuaib, Haris; Currie, Stuart; Fatania, Kavi; Frood, Russell; Rowland-Hill, Chris; Thust, Stefanie; Wastling, Stephen J; Tenant, Sean; McBain, Catherine; Foweraker, Karen; Williams, Matthew; Wang, Qiquan; Roman, Andrei; Dragos, Carmen; MacDonald, Mark; Lau, Yue Hui; Linares, Christian A; Bassiouny, Ahmed; Luis, Aysha; Young, Thomas; Brock, Juliet; Chandy, Edward; Beaumont, Erica; Lam, Tai-Chung; Welsh, Liam; Lewis, Joanne; Mathew, Ryan; Kerfoot, Eric; Brown, Richard; Beasley, Daniel; Glendenning, Jennifer; Brazil, Lucy; Swampillai, Angela; Ashkan, Keyoumars; Ourselin, Sébastien; Modat, Marc; Booth, Thomas C

Training and external validation of pre-treatment FDG PET-CT-based models for outcome prediction in anal squamous cell carcinoma

基于治疗前FDG PET-CT的肛门鳞状细胞癌预后预测模型的训练和外部验证

Frood, Russell; Mercer, Joseph; Brown, Peter; Appelt, Ane; Mistry, Hitesh; Kochhar, Rohit; Scarsbrook, Andrew

Tumour Size and Overall Survival in a Cohort of Patients with Unifocal Glioblastoma: A Uni- and Multivariable Prognostic Modelling and Resampling Study

单灶性胶质母细胞瘤患者队列中肿瘤大小与总生存期的关系:一项单变量和多变量预后模型及重采样研究

Fatania, Kavi; Frood, Russell; Mistry, Hitesh; Short, Susan C; O'Connor, James; Scarsbrook, Andrew F; Currie, Stuart

Prediction of Patient Outcomes in Locally Advanced Cervical Carcinoma Following Chemoradiotherapy-Comparative Effectiveness of Magnetic Resonance Imaging and 2-Deoxy-2-[(18)F]fluoro-D-glucose Imaging

局部晚期宫颈癌患者接受放化疗后预后的预测——磁共振成像与2-脱氧-2-[(18)F]氟-D-葡萄糖成像的比较效果

Dhesi, Simran Singh; Frood, Russell; Swift, Sarah; Cooper, Rachel; Muzumdar, Siddhant; Jamal, Mehvish; Scarsbrook, Andrew

Can Patient Characteristics and Pre-Treatment MRI Features Predict Survival After Stereotactic Ablative Radiotherapy (SABR) Treatment in Hepatocellular Carcinoma (HCC): Preliminary Assessment

患者特征和治疗前MRI特征能否预测肝细胞癌(HCC)立体定向消融放射治疗(SABR)后的生存期:初步评估

Gravell, Rachel; Frood, Russell; Littlejohns, Anna; Casanova, Nathalie; Goody, Rebecca; Podesta, Christine; Albazaz, Raneem; Scarsbrook, Andrew