LabCompass

Mehmet Berk Sahin

Medicine · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2007
Advanced MRI Techniques and ApplicationsDomain Adaptation and Few-Shot LearningOptimization and Search ProblemsFetal and Pediatric Neurological DisordersMedical Imaging and Analysis

Publications

11

Citations

5

Est. group size

—

Recurring co-author estimate

Active years

20

Publishing since 2007

Research summary
AI-generated

Mehmet Berk Sahin works at the intersection of medical imaging and computational methods, focusing on brain MRI analysis and mathematical/statistical techniques for solving inverse problems (a class of problems where you infer hidden causes from observed data). Recent work involves developing deep learning models for classifying brain MRI subtypes and improving sampling algorithms used in complex, non-standard probability distributions.

Brain MRI analysis and classificationDeep learning for medical imagingStatistical sampling methodsInverse problems in imagingDomain adaptation and few-shot learning

Publication activity was minimal or absent for most of the past decade, with a small increase in 2023-2024 and a notable jump in preprint output in 2026.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 2.0/year recently
1718192021222023: 2 publications232024: 2 publications24252026: 6 publications626
Recent publications
Publishes in
  • Journal of Cardiovascular Magnetic Resonance×4
  • arXiv (Cornell University)×2
  • IEEE Access×1
  • Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition×1
  • OSF Preprints (OSF Preprints)×1
Similar researchers
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

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