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@Cardio-AI Artificial Intelligence in Cardiovascular Medicine (AICM)

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    27 repositories

    • medlord

      Public
      Python
      •
      Apache License 2.0
      •3•5•3•2•Updated Apr 10, 2026Apr 10, 2026

    • wad-div

      Public
      Official implementation of WAD-Div, a feature-space diversity metric for evaluating generative medical image datasets
      Jupyter Notebook
      •0•0•0•0•Updated Mar 12, 2026Mar 12, 2026

    • cmr-multi-view-phase-detection

      Public
      Python
      •
      MIT License
      •0•0•1•0•Updated Feb 3, 2026Feb 3, 2026

    • cmr-las-phase2phase-analysis

      Public
      Jupyter Notebook
      •
      MIT License
      •1•2•0•0•Updated Sep 5, 2025Sep 5, 2025

    • highdicom

      Public
      High-level DICOM abstractions for the Python programming language
      Python
      •
      MIT License
      •52•0•0•0•Updated Sep 3, 2025Sep 3, 2025

    • ViTiMM

      Public
      Vision Transformer for irregular sampled Multi-modal Measurements (ViTiMM)
      Jupyter Notebook
      •0•0•0•0•Updated Aug 5, 2025Aug 5, 2025

    • cmr-phase2phase-registration

      Public
      Jupyter Notebook
      •
      Other
      •0•2•0•0•Updated Jul 17, 2025Jul 17, 2025

    • FUNAvg

      Public
      Tölle et al. (2024). FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels. MICCAI.
      Jupyter Notebook
      •1•4•1•0•Updated May 8, 2025May 8, 2025

    • fedbiomed

      Public
      A collaborative learning framework for empowering biomedical research
      Python
      •
      Other
      •16•0•0•0•Updated Mar 25, 2025Mar 25, 2025

    • FedKD-for-Cardiac-CT

      Public
      Jupyter Notebook
      •2•7•0•0•Updated Feb 17, 2025Feb 17, 2025

    • federated-dashboard

      Public
      A dashboard to visualise federated training
      Python
      •0•0•0•0•Updated Feb 16, 2025Feb 16, 2025

    • memorization-ldm

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•3•1•0•Updated Jan 8, 2025Jan 8, 2025

    • fl-multi-modal-dataset-creation

      Public
      Python
      •
      MIT License
      •1•1•0•0•Updated Nov 29, 2024Nov 29, 2024

    • endovis-ml

      Public
      Visualization of dataset splits for surgical phase and instrument recognition
      d3angulardata-visualization
      d3angulardata-visualizationsurgical-toolssurgical-videosurgical-phase-recognitionsurgical-data-science
      TypeScript
      •
      MIT License
      •0•8•1•0•Updated Jun 5, 2024Jun 5, 2024

    • depth-sensor-evaluation

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Feb 5, 2024Feb 5, 2024

    • kaapana

      Public
      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 …
      Python
      •
      GNU Affero General Public License v3.0
      •64•1•0•0•Updated Aug 22, 2023Aug 22, 2023

    • foundation-models-lecture

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jun 12, 2023Jun 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 angl…
      deep-learningpython3cardiac
      deep-learningpython3cardiaccardiac-dynamicscmrself-supervised-learningkey-frames-extractioncardiac-motion
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •3•4•0•0•Updated May 30, 2023May 30, 2023

    • mvhota

      Public
      A multi-view higher order tracking accuracy metric to measure temporal and spatial associations in multi-point tracking
      sharanae-cai2022
      sharanae-cai2022
      Python
      •1•1•0•0•Updated Jan 27, 2023Jan 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
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Oct 7, 2022Oct 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 rig…
      deep-learningmedical-imagingsemantic-segmentation
      deep-learningmedical-imagingsemantic-segmentationevaluation-metrics
      Jupyter Notebook
      •
      MIT License
      •3•8•0•0•Updated Sep 26, 2022Sep 26, 2022

    • CADP

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Sep 20, 2022Sep 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_…
      dockerchallengemiccai
      dockerchallengemiccai
      Python
      •3•2•0•0•Updated May 9, 2022May 9, 2022

    • suture-detection-pytorch

      Public
      Point detection through multi-instance deep heatmap regression for sutures in endoscopy, Sharan et al. 2021, IJCARS
      Python
      •
      GNU General Public License v3.0
      •1•4•0•0•Updated Feb 3, 2022Feb 3, 2022

    • vae-tutorial

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Jan 17, 2022Jan 17, 2022

    • mfvi-dip-mia

      Public
      Posterior temperature optimized Bayesian models for inverse problems in medical imaging, Laves et al. (2022), Medical Image Analysis
      Jupyter Notebook
      •1•7•1•0•Updated Aug 24, 2021Aug 24, 2021

    • cmr-domain-adaptation

      Public
      Unsupervised Domain Adaptation (AX2SAX) for CMR images, Koehler et al. 2021, IEEE TMI
      deep-learningtensorflowunsupervised-learning
      deep-learningtensorflowunsupervised-learningdomain-adaptationcmrsegmentation-models
      Jupyter Notebook
      •
      MIT License
      •3•6•0•0•Updated Feb 1, 2021Feb 1, 2021
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