Software Developer in the field of Computer Vision and Deep Learning.
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https://github.com/Cardio-AI
- Heidelberg
- https://ukhd.de/aicm
Highlights
- Pro
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Cardio-AI/cmr-domain-adaptation
Cardio-AI/cmr-domain-adaptation PublicUnsupervised Domain Adaptation (AX2SAX) for CMR images, Koehler et al. 2021, IEEE TMI
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Cardio-AI/cmr-landmark-detection
Cardio-AI/cmr-landmark-detection PublicSemantic Segmentation of CMR with a U-Net based architecture. Implemented in TF2.X. Trainings, prediction and evaluation scripts/notebooks for heatmap based right ventricle insertion point detectio…
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coockiecutter-ds-mod
coockiecutter-ds-mod PublicModified template for data-science, machine learning and deep learning projects.
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cmr-phase-detection
cmr-phase-detection PublicForked from Cardio-AI/cmr-phase-detection
Self-supervised method for cardiac phase detection in 4D CMR. Model consists of a deformable registration part, the derivation of the per-voxel deformation angle and a rule-set based on the physiol…
Jupyter Notebook
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