Indiana University Indianapolis 5U24CA279629-03

Privacy-Aware Federated Learning for Breast Cancer Risk Assessment

Award to Indiana University Indianapolis for creating a federated learning framework to assess breast cancer risk using decentralized data from multiple U.S. states, enhancing privacy and model accuracy.

Description

Development of a trustworthy zero-code federated learning software framework for breast cancer risk assessment using multi-institutional data without sharing patient data, including pre-trained models, data synthesis for privacy preservation, and automated privacy determination.

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