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key-frames-extraction

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Cardio-AI / cmr-phase-detection

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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 physiological properties of a contracting ventricle. Implemented in TF2.X. Koehler et al. 2022, STACOM workshop @ MICCAI

deep-learning python3 cardiac cardiac-dynamics cmr self-supervised-learning key-frames-extraction cardiac-motion
  • Updated May 30, 2023
  • Jupyter Notebook

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