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  1. MSPC MSPC Public

    Maximum Spatial Perturbation for Image-to-Image Translation (Official Implementation)

    Python 63 2

  2. Context_Aware_SSL Context_Aware_SSL Public

    Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images

    Python 60 5

  3. twin-auxiliary-classifiers-gan twin-auxiliary-classifiers-gan Public

    Python 50 14

  4. HA-GAN HA-GAN Public

    Official PyTorch implementation for HA-GAN, a memory efficient 3D GAN, accepted to IEEE J-BHI

    Jupyter Notebook 41 14

  5. Mammo-CLIP Mammo-CLIP Public

    Official Pytorch implementation of MICCAI 2024 paper (early accept, top 11%) Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

    Python 30 10

  6. vessel-flow-consistency-ssl vessel-flow-consistency-ssl Public

    This is the code for the MICCAI 2021 paper Self-Supervised Vessel Enhancement Using Flow-Based Consistencies.

    Jupyter Notebook 26 3

Repositories

Showing 10 of 37 repositories
  • Mammo-CLIP Public

    Official Pytorch implementation of MICCAI 2024 paper (early accept, top 11%) Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

    batmanlab/Mammo-CLIP’s past year of commit activity
    Python 30 CC-BY-4.0 10 0 0 Updated Nov 8, 2024
  • awesome-breast-imaging-resources Public

    Relevant papers on the research in Breast imaging

    batmanlab/awesome-breast-imaging-resources’s past year of commit activity
    5 1 0 0 Updated Oct 25, 2024
  • SiameseAGXNet Public

    Classifying disease progression in chest radiographs using weak labels automatically derived from radiology reports.

    batmanlab/SiameseAGXNet’s past year of commit activity
    Python 5 CC-BY-4.0 0 0 0 Updated Jul 29, 2024
  • MedSyn Public

    Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images

    batmanlab/MedSyn’s past year of commit activity
    Jupyter Notebook 25 3 2 0 Updated Jul 12, 2024
  • TMLR23_Dynamics_of_Spurious_Features Public

    Official Repository for the TMLR-2023 paper titled: "Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics"

    batmanlab/TMLR23_Dynamics_of_Spurious_Features’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Jul 8, 2024
  • medsyn.github.io Public Forked from nerfies/nerfies.github.io
    batmanlab/medsyn.github.io’s past year of commit activity
    JavaScript 0 902 0 0 Updated Jul 1, 2024
  • drugEmbedding Public

    Hierarchical Embedding for Drugs

    batmanlab/drugEmbedding’s past year of commit activity
    Jupyter Notebook 15 Apache-2.0 11 0 0 Updated Apr 18, 2024
  • ICML-2023-Route-interpret-repeat Public

    Official repository of ICML 2023 paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat

    batmanlab/ICML-2023-Route-interpret-repeat’s past year of commit activity
    Jupyter Notebook 22 MIT 4 0 0 Updated Mar 20, 2024
  • MICCAI-2023-Route-interpret-repeat-CXRs Public

    Official repository of MICCAI 2023 paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning

    batmanlab/MICCAI-2023-Route-interpret-repeat-CXRs’s past year of commit activity
    Python 13 MIT 2 0 0 Updated Mar 20, 2024
  • DrasCLR Public

    Official PyTorch implementation for paper DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Lung CT Images, accepted by Medical Image Analysis.

    batmanlab/DrasCLR’s past year of commit activity
    Python 10 MIT 1 0 0 Updated Dec 10, 2023
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