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@Cardio-AI

Artificial Intelligence in Cardiovascular Medicine (AICM)

Repos of the AICM-Group, Heidelberg University Hospital

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

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

    Jupyter Notebook 6 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 4

  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 1

  6. FUNAvg FUNAvg Public

    Tölle et al. (2024). FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels. MICCAI.

    Jupyter Notebook 2 1

Repositories

Showing 10 of 19 repositories
  • fl-multi-modal-dataset-creation Public
    Cardio-AI/fl-multi-modal-dataset-creation’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Nov 29, 2024
  • cmr-phase2phase-registration Public
    Cardio-AI/cmr-phase2phase-registration’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Nov 17, 2024
  • memorization-ldm Public
    Cardio-AI/memorization-ldm’s past year of commit activity
    Jupyter Notebook 0 GPL-3.0 0 0 0 Updated Jul 19, 2024
  • fed-foundation-model-cardiac-ct Public
    Cardio-AI/fed-foundation-model-cardiac-ct’s past year of commit activity
    Jupyter Notebook 4 0 0 0 Updated Jul 9, 2024
  • FUNAvg Public

    Tölle et al. (2024). FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels. MICCAI.

    Cardio-AI/FUNAvg’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Jul 8, 2024
  • endovis-ml Public

    Visualization of dataset splits for surgical phase and instrument recognition

    Cardio-AI/endovis-ml’s past year of commit activity
    TypeScript 7 MIT 0 1 0 Updated Jun 5, 2024
  • depth-sensor-evaluation Public
    Cardio-AI/depth-sensor-evaluation’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Feb 5, 2024
  • kaapana Public Forked from maltetoelle/kaapana

    Kaapana (from the hawaiian word kaʻāpana, meaning “distributor” or “part”) is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging.

    Cardio-AI/kaapana’s past year of commit activity
    Python 0 AGPL-3.0 45 0 0 Updated Aug 22, 2023
  • foundation-models-lecture Public
    Cardio-AI/foundation-models-lecture’s past year of commit activity
    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

    Cardio-AI/cmr-phase-detection’s past year of commit activity
    Jupyter Notebook 2 GPL-3.0 3 0 0 Updated May 30, 2023
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