Martin Reuter
Director Of AI In Medical Imaging at DZNE - German Center for Neurodegenerative Diseases
Bonn, North Rhine-Westphalia, Germany
Summary
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SeniorMartin Reuter is Director of AI in Medical Imaging at DZNE and an Assistant Professor of Radiology and Neurology at Harvard Medical School and Massachusetts General Hospital, combining 17 years of research and leadership in computational neuroimaging. Trained in mathematics and computer science, he leads work on automatic longitudinal brain MRI analysis—segmentation, registration, and spectral shape processing—and has introduced spectral shape analysis in his PhD. He runs the Laboratory for Computational Longitudinal NeuroImaging, holds affiliations with MIT CSAIL, and maintains a practical engineering footprint by contributing to tools like the FastSurfer PyTorch pipeline, improving surface registration and FreeSurfer compatibility. His publication record (h-index 24) and roles on editorial boards and program committees reflect sustained impact across academia and open-source neuroimaging. Known for bridging rigorous statistical modeling with scalable software, he uniquely blends deep theoretical contributions with hands-on pipeline engineering for large clinical datasets.
17 years of coding experience
English, German
Github Skills (27)
scripting10
image-processing10
bash10
c1110
surf10
c1710
script10
neuroimaging10
surface10
sh10
shell10
mri10
algorithm9
code-optimization9
algorithms9
Programming languages (12)
Github contributions (5)
Deep-MI/FastSurfer
Sep 2019 - Jan 2023
PyTorch implementation of FastSurferCNN
Role in this project:
Backend Developer & DevOps Engineer
Backend Developer & DevOps EngineerContributions:24 releases, 121 reviews, 158 commits in 3 years 4 months
Contributions summary:Martin primarily worked on the `recon_surf/recon-surf.sh` script, modifying and expanding its functionality. Their contributions included integrating surface pipelines, adding features like surface registration, and fixing related issues. The user also updated and maintained the script for FreeSurfer compatibility.
pytorch
Deep-MI/LaPy
May 2020 - Sep 2022
Toolbox for Differential Geometry on Triangle and Tetrahedra Meshes (FEM, Laplace, Poisson, Heat Flow ...)
Contributions:12 releases, 3 reviews, 25 commits in 2 years 3 months
trianglepythonfemlaplacetoolbox
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