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Marcus R. Makowski

Researcher Next ID · RN-000359

Professor · Computer Science

TUM Klinikum

Munich, Germany

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Not currently recruitingFunding unknown
Works count
518
Citation count
11,763
H-index
49
i10-index
229

About

518 publications and 11,745 citations recorded on OpenAlex.

Research interests

Computer Science
Advanced MRI Techniques and Applications
Cardiac Imaging and Diagnostics
Radiomics and Machine Learning in Medical Imaging
Advanced X-ray and CT Imaging
Artificial Intelligence in Healthcare and Education

Publications

  • Current applications and challenges in large language models for patient care: a systematic review

    Communications Medicine · 2025 · 10.1038/s43856-024-00717-2

  • Evaluation and mitigation of the limitations of large language models in clinical decision-making

    Nature Medicine · 2024 · 10.1038/s41591-024-03097-1

  • End-to-end privacy preserving deep learning on multi-institutional medical imaging

    Nature Machine Intelligence · 2021 · 10.1038/s42256-021-00337-8

  • Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

    npj Digital Medicine · 2021 · 10.1038/s41746-021-00431-6

  • Secure, privacy-preserving and federated machine learning in medical imaging

    Nature Machine Intelligence · 2020 · 10.1038/s42256-020-0186-1

Current projects

    No projects listed.