Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Persoonlijk profiel
Speerpunten
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).
Opleiding / Academische kwalificatie
Artificial Intelligence, Medical Informatics
Netwerk
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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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.Onderzoeksoutput: Voordruk › Academic
Bestand31 Downloads (Pure) -
Data Storage, Cloud Usage and Artificial Intelligence Pipeline
van Ooijen, P., Darzi, E. & Dekker, A., 22-apr.-2022, Artificial Intelligence in Cardiothoracic Imaging. de Cecco, C. N., van Assen, M. & Leiner, T. (redactie). Humana Cham, blz. 45-55 11 blz.Onderzoeksoutput › Academic › peer review
Open AccessBestand3 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, blz. 975-982 8 blz.Onderzoeksoutput › Academic › peer review
Open AccessBestand3 Citaten (Scopus)7 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, blz. 969-974 6 blz.Onderzoeksoutput › Academic › peer review
Open AccessBestand4 Citaten (Scopus)5 Downloads (Pure)