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Practical matters How to find us E. (Erfan) Darzidehkalani

Research interests

My current research revolves around applied deep learning for large-scale medical image analysis, and computer-aided detection and diagnosis.

The tools I use include Federated OptimizationLarge-scale Machine Learning, and Distributionally Robust Optimization (DRO).

Publications

AI Technical Considerations: Data Storage, Cloud usage and AI Pipeline

Federated Learning in Medical Imaging: Part I: Toward Multicentral Health Care Ecosystems

Federated Learning in Medical Imaging: Part II: Methods, Challenges, and Considerations