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
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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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Continuous assessment of daily-living gait using self-supervised learning of wrist-worn accelerometer data
Brand, Y. E., Buchman, A. S., Kluge, F., Palmerini, L., Becker, C., Cereatti, A., Maetzler, W., Vereijken, B., Yarnall, A. J., Rochester, L., Del Din, S., Mueller, A., Hausdorff, J. M. & Perlman, O., Dec 2026, In: npj Digital Medicine. 9, 1, 338.Research output: Contribution to journal › Article › peer-review
Open Access -
Multi-contrast generation and quantitative MRI using a transformer-based framework with RF excitation embeddings
Nagar, D., Ifrah, S., Finkelstein, A., Vladimirov, N., Zaiss, M. & Perlman, O., Dec 2026, In: Communications Biology. 9, 1, 102.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimization of Pulsed Saturation Transfer MR Fingerprinting (ST MRF) Acquisition Using the Cramér–Rao Bound and Sequential Quadratic Programming
Vladimirov, N., Zaiss, M. & Perlman, O., Mar 2026, In: Magnetic Resonance in Medicine. 95, 3, p. 1778-1790 13 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Publisher Correction: Editors’ Choice 2025 (Communications Engineering, (2026), 5, 1, (27), 10.1038/s44172-026-00594-8)
Liu, P., Coatsworth, P., Neto, P., Tian, L., de Carvalho Castro e Silva, C., Huang, C., Daw, R., Elias, S., Behnood, A., Schofield, J. S., Rizzo, A., Perlman, O., Raney, J., Chen, W. T. G., Fujii, M., Tingley, D. D., Wang, W. & Mastrangeli, M., Dec 2026, In: Communications Engineering. 5, 1, 42.Research output: Contribution to journal › Comment/debate
Open Access -
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 Access1 Scopus citations
Prizes
Activities
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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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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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Associaton of ERC Grantees (AERG) (External organization)
Perlman, O. (Member)
1 Apr 2024 → …Activity: Membership › Membership of Association
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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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Machine-learning-based early intervention and automation of the imaging pipeline
Perlman, O. (Invited speaker)
3 May 2023Activity: Talk or presentation › Invited talk