Federated benchmarking of medical artificial intelligence with MedPerf
Federated benchmarking of medical artificial intelligence with MedPerf
Abstract Medical artificial intelligence (AI) has tremendous potential to advance healthcare by supporting and contributing to the evidence-based practice of medicine, personalizing patient treatment, reducing costs, and improving both healthcare provider and patient experience. Unlocking this potential requires systematic, quantitative evaluation of the performance of medical AI models on large-scale, …