Research Interests
Research Interests
Jeremias’ research focuses on the foundations of machine learning and applications to biomedical imaging. He is interested in learning under parsimonious structures in data, robustness, and ethical implications of data-driven methods, as well as in the interpretability and auditing of the resulting models. His work is motivated by applications of diagnostic imaging in radiology, inverse problems, and biomarker discovery in neuroscience and digital pathology.
Titles & Affiliations
Titles
- William R. Brody Faculty Scholar
- Assistant Professor, Biomedical Engineering
- Assistant Professor, Computer Science
- Assistant Professor, Applied Mathematics and Statistics
Affiliated Centers & Institutes
Education
Education
- PhD, Computer Science, Technion Israel Institute of Technology, Israel, 2018
- Biongineering, Universidad Nacional de Entre Rios, Argentina, 2013
Faculty News
Recent Highlights
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July 16, 2025Johns Hopkins engineers use AI to analyze tissue patterns and gain new insights into why some patients respond better to specific breast cancer treatments.
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September 11, 2024Learned Proximal Networks offer reliable solutions for tasks like image restoration, reconstruction of medical scans, and other estimation problems.
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June 25, 2024The Discovery Awards are intended to spark new interactions among investigators across the university rather than to support established projects. Teams can apply for up to $100,000 to explore a new area of collaborative work with special emphasis on preparing for an externally funded large-scale grant or cooperative agreement.