Adverse Effects of Image Tiling on Convolutional Neural Networks. - G. Anthony Reina; Ravi Panchumarthy (BrainLes@MICCAI (1), 2018)

Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation. - Micah J. Sheller; G. Anthony Reina; Brandon Edwards; Jason Martin; Spyridon Bakas (BrainLes@MICCAI (1), 2018)

Appropriate Evaluation of Diagnostic Utility of Machine Learning Algorithm Generated Images. - Young Joon Kwon; Danielle Toussie; Lea Azour; Jose Concepcion; Corey Eber; G. Anthony Reina; Ping Tak Peter Tang; Amish H. Doshi; Eric K. Oermann; Anthony B. Costa (ML4H@NeurIPS, 2020)

Addressing the Memory Bottleneck in AI Model Training. - David Ojika; Bhavesh Patel; G. Anthony Reina; Trent Boyer; Chad Martin; Prashant Shah (CoRR, 2020)

The Federated Tumor Segmentation (FeTS) Challenge. - Sarthak Pati; Ujjwal Baid; Maximilian Zenk; Brandon Edwards; Micah J. Sheller; G. Anthony Reina; Patrick Foley; Alexey Gruzdev; Jason Martin; Shadi Albarqouni; Yong Chen 016; Russell Taki Shinohara; et al. (CoRR, 2021)

OpenFL: An open-source framework for Federated Learning. - G. Anthony Reina; Alexey Gruzdev; Patrick Foley; Olga Perepelkina; Mansi Sharma; Igor Davidyuk; Ilya Trushkin; Maksim Radionov; Aleksandr Mokrov; Dmitry Agapov; Jason Martin; Brandon Edwards; et al. (CoRR, 2021)

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. - Alexandros Karargyris; Renato Umeton; Micah J. Sheller; Alejandro Aristizabal; Johnu George; Srini Bala; Daniel J. Beutel; Victor Bittorf; Akshay Chaudhari; Alexander Chowdhury; Cody Coleman; Bala Desinghu; et al. (CoRR, 2021)

Federated Learning Enables Big Data for Rare Cancer Boundary Detection. - Sarthak Pati; Ujjwal Baid; Brandon Edwards; Micah J. Sheller; Hans Shih-Han Wang; G. Anthony Reina; Patrick Foley; Alexey Gruzdev; Deepthi Karkada; Christos Davatzikos; Chiharu Sako; Satyam Ghodasara; et al. (CoRR, 2022)

Federated benchmarking of medical artificial intelligence with MedPerf. - Alexandros Karargyris; Renato Umeton; Micah J. Sheller; Alejandro Aristizabal; Johnu George; Anna Wuest; Sarthak Pati; Hasan Kassem; Maximilian Zenk; Ujjwal Baid; Prakash Narayana Moorthy; Alexander Chowdhury; et al. (Nat. Mac. Intell., 2023)