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@Cardio-AI

Artificial Intelligence in Cardiovascular Medicine (AICM)

Repos of the AICM-Group, Heidelberg University Hospital

Pinned

  1. cmr-domain-adaptation cmr-domain-adaptation Public

    Unsupervised Domain Adaptation (AX2SAX) for CMR images, Koehler et al. 2021, IEEE TMI

    Jupyter Notebook 5 3

  2. suture-detection-pytorch suture-detection-pytorch Public

    Point detection through multi-instance deep heatmap regression for sutures in endoscopy, Sharan et al. 2021, IJCARS

    Python 3

  3. mfvi-dip-mia mfvi-dip-mia Public

    Posterior temperature optimized Bayesian models for inverse problems in medical imaging, Laves et al. (2022), Medical Image Analysis

    Jupyter Notebook 6 1

  4. CADP CADP Public

    Jupyter Notebook

  5. mvhota mvhota Public

    A multi-view higher order tracking accuracy metric to measure temporal and spatial associations in multi-point tracking

    Python

Repositories

Showing 10 of 14 repositories
  • fl-multi-modal-dataset-creation Public
    Python 0 AGPL-3.0 1 0 0 Updated Mar 10, 2024
  • endovis-ml Public

    Visualization of dataset splits for surgical phase and instrument recognition

    TypeScript 5 MIT 0 1 0 Updated Feb 27, 2024
  • depth-sensor-evaluation Public
    Python 0 GPL-3.0 0 0 0 Updated Feb 5, 2024
  • foundation-models-lecture Public
    Jupyter Notebook 0 0 0 0 Updated Jun 12, 2023
  • cmr-phase-detection Public

    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

    Jupyter Notebook 1 GPL-3.0 3 0 0 Updated May 30, 2023
  • mvhota Public

    A multi-view higher order tracking accuracy metric to measure temporal and spatial associations in multi-point tracking

    Python 0 0 0 0 Updated Jan 27, 2023
  • detcyclegan_pytorch Public

    Mutually improved endoscopic image synthesis and landmark detection in unpaired image to image translation Sharan et al. 2021, IEEE JBHI

    Python 1 GPL-3.0 0 0 0 Updated Oct 7, 2022
  • cmr-landmark-detection Public

    Semantic 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 detection on cine CMR images. Koehler et al. 2022, BVM

    Jupyter Notebook 5 MIT 3 0 0 Updated Sep 26, 2022
  • CADP Public
    Jupyter Notebook 0 MIT 0 0 0 Updated Sep 20, 2022
  • adaptor_docker_example Public

    A docker example repository to support participants in creating submissions for the AdaptOR2022 MICCAI Challenge https://www.synapse.org/AdaptOR_Challenge_2022_MICCAI

    Python 2 2 0 0 Updated May 9, 2022
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