Trustworthy AI for Imaging-Based Diagnoses

This talk will focus on failures of deep learning / AI algorithms and propose several approaches to increase robustness of AI powered medical imaging systems.

Roadmaps to such trustworthy systems will be analyzed including algorithmic robustness, interpretable / explainable machine learning systems and human in the loop machine learning system.

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