Research output per year
Research output per year
Personal profile
Research interests
Medical Imaging, MRI, AI, Machine Learning, Deep Learning, Cancer, Neurological Disorders, Neuroscience, Molecular Imaging.
Education/Academic qualification
Postdoctoral Research Fellow, Harvard Medical School and Massachusetts General Hospital
25 Jun 2018 → 27 Jun 2022
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PhD, Biomedical Engineering, Technion-Israel Institute of Technology
1 Nov 2013 → 15 Mar 2018
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MSc (Cum Laude), Biomedical Engineering, Ben-Gurion University of the Negev
1 Oct 2011 → 1 Nov 2013
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BSc (Cum Laude), Biomedical Engineering, Ben-Gurion University of the Negev
1 Nov 2008 → 1 Oct 2012
Keywords
- Q Science (General)
- MRI
- AI
- Biomedical Imaging
- Machine Learning
- Molecular Imaging
- Neurology
- Cancer
- Deep Learning
- Biomedical Engineering
- RZ Other systems of medicine
- Radiology
- Oncology
- Neurology
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Editors’ Choice 2024
Vinay, M., Sakovsky, M., Rizzo, A., Ghasempour, Y., Daw, R., Huang, C., Denholme, S., Behnood, A., Chen, W. T., Perlman, O., Vasylchenkova, A., Mastrangeli, M., Rugonyi, S. & Raney, J., Dec 2025, In: Communications Engineering. 4, 1, 7.Research output: Contribution to journal › Comment/debate
Open Access -
Multi-parameter molecular MRI quantification using physics-informed self-supervised learning
Finkelstein, A., Vladimirov, N., Zaiss, M. & Perlman, O., Dec 2025, In: Communications Physics. 8, 1, 164.Research output: Contribution to journal › Article › peer-review
Open Access -
Quantitative molecular imaging using deep magnetic resonance fingerprinting
Vladimirov, N., Cohen, O., Heo, H. Y., Zaiss, M., Farrar, C. T. & Perlman, O., 2025, (Accepted/In press) In: Nature Protocols. 20664.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Deep learning for accelerated and robust MRI reconstruction
Heckel, R., Jacob, M., Chaudhari, A., Perlman, O. & Shimron, E., Jul 2024, In: Magnetic Resonance Materials in Physics, Biology and Medicine. 37, 3, p. 335-368 34 p.Research output: Contribution to journal › Review article › peer-review
Open Access14 Scopus citations -
In vivo mapping of the chemical exchange relayed nuclear Overhauser effect using deep magnetic resonance fingerprinting
Power, I., Rivlin, M., Shmuely, H., Zaiss, M., Navon, G. & Perlman, O., 15 Nov 2024, In: iScience. 27, 11, 111209.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations
Prizes
Activities
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The molecular treasure hunt: Navigating MRI and AI with n=0 subjects on the trail
Perlman, O. (Invited speaker)
1 Apr 2024Activity: Talk or presentation › Invited talk
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World Molecular Imaging Congress (WMIC) 2024
Perlman, O. (Organization - Session organizer)
9 Sep 2024 → 13 Sep 2024Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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Associaton of ERC Grantees (AERG) (External organization)
Perlman, O. (Member)
1 Apr 2024 → …Activity: Membership › Membership of Association
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AI-Based Interventions Along the CEST MR-Fingerprinting Pipeline: The Quest for Speed, Specificity, and Histological Fidelity
Perlman, O. (Keynote speaker)
20 Sep 2024Activity: Talk or presentation › Invited talk
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