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MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation [article]

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 (+30 others)
2021 arXiv   pre-print
We call for researchers and organizations to join us in creating the MedPerf open benchmarking platform.  ...  To meet this need, we are building MedPerf, an open framework for benchmarking machine learning in the medical domain.  ...  More specifically, our open platform for federated evaluation will provide a common, open-source infrastructure for defining medical AI benchmarks and coordinating federated evaluation of models against  ... 
arXiv:2110.01406v3 fatcat:rudyu5y6hzc7pde6jq5vvrsao4