E. (Erfan) Darzidehkalani

Ph.D.

Faculty of Medical Sciences

Telephone:

E-mail:

e.darzidehkalani umcg.nl

ORCID Research Portal

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 Optimization, Large-scale Machine Learning, and Distributionally Robust Optimization (DRO).

Publications

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

Ooijen, P. M. A. V. , Darzidehkalani, E. & Dekker, A. , 20-Jan-2022 , arXiv .

Research output: Working paper › Preprint › Academic

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

Darzidehkalani, E. , Ghasemi-Rad, M. & van Ooijen, P. M. A. , Aug-2022 , In: Journal of the american college of radiology. 19 , 8 , p. 969-974 6 p.

Research output: Contribution to journal › Article › Academic › peer-review

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

Darzidehkalani, E. , Ghasemi-Rad, M. & van Ooijen, P. M. A. , Aug-2022 , In: Journal of the american college of radiology. 19 , 8 , p. 975-982 8 p.

Research output: Contribution to journal › Article › Academic › peer-review

All (3) publications

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