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Mattias P. Heinrich‬

Researcher Next ID · RN-000275

Professor · Computer Science

University of Lübeck

Lübeck, Germany

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Not currently recruitingFunding unknown
Works count
271
Citation count
13,588
H-index
37
i10-index
76

About

271 publications and 13,577 citations recorded on OpenAlex.

Research interests

Computer Science
Medical Image Segmentation Techniques
Advanced Neural Network Applications
Medical Imaging Techniques and Applications
Medical Imaging and Analysis
Radiomics and Machine Learning in Medical Imaging

Publications

  • Attention gated networks: Learning to leverage salient regions in medical images

    Medical Image Analysis · 2019 · 10.1016/j.media.2019.01.012

  • Attention U-Net: Learning Where to Look for the Pancreas

    arXiv (Cornell University) · 2018 · 10.48550/arxiv.1804.03999

  • Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

    IEEE Transactions on Medical Imaging · 2017 · 10.1109/tmi.2017.2743464

  • ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

    Medical Image Analysis · 2016 · 10.1016/j.media.2016.07.009

  • MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration

    Medical Image Analysis · 2012 · 10.1016/j.media.2012.05.008

Current projects

    No projects listed.