Debnath Bhattacharyya

Ethical Considerations in Deep Learning for Medical Image Computing

Deep learning has been a key component of recent advancements in medical image processing, but traditional centralized learning models raise serious questions about data privacy in health data. Federated Learning (FL) is a novel paradigm for training models across institutions without sharing any raw medical data. In t...