Research output per year
Research output per year
Personal profile
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).
Education/Academic qualification
Artificial Intelligence, Medical Informatics
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
File27 Downloads (Pure) -
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
Open AccessFile3 Citations (Scopus)3 Downloads (Pure) -
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
Open AccessFile2 Citations (Scopus)5 Downloads (Pure)