Wednesday, April 15, 2020

Improving Mammogram Assessment AI with NVIDIA Clara Federated Learning

An international group of hospitals and medical imaging centers recently evaluated NVIDIA Clara Federated Learning software — and found that AI models for mammogram assessment trained with federated learning techniques outperformed neural networks trained on a single institution’s data. Deep learning models depend on large, diverse datasets to achieve high accuracy. Developers often amass data from different sources — but central hosting of medical data is often not feasible due to patient data privacy policies.