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    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
      clipmiccaimammogramrsnaretinanetmultimodalvision-and-languagebreast-cancer-classificationbreast-cancer-detectionefficientnet
      Python
      •
      Creative Commons Attribution 4.0 International
      •12•39•0•0•Updated Nov 8, 2024Nov 8, 2024

    • awesome-breast-imaging-resources

      Public
      Relevant papers on the research in Breast imaging
      2•5•0•0•Updated Oct 25, 2024Oct 25, 2024

    • SiameseAGXNet

      Public
      Classifying disease progression in chest radiographs using weak labels automatically derived from radiology reports.
      Python
      •
      Creative Commons Attribution 4.0 International
      •0•6•0•0•Updated Jul 29, 2024Jul 29, 2024

    • MedSyn

      Public
      Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
      Jupyter Notebook
      •
      Other
      •4•27•2•0•Updated Jul 12, 2024Jul 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"
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Jul 8, 2024Jul 8, 2024

    • medsyn.github.io

      Public
      JavaScript
      •941•0•0•0•Updated Jul 1, 2024Jul 1, 2024

    • drugEmbedding

      Public
      Hierarchical Embedding for Drugs
      Jupyter Notebook
      •
      Apache License 2.0
      •11•15•0•0•Updated Apr 18, 2024Apr 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
      computer-visionpytorchmedical-imaginginterpretabilityexplainable-aichest-xraysexplainabilitymimic-cxrham10000cub200-2011
      Jupyter Notebook
      •
      MIT License
      •4•23•0•0•Updated Mar 20, 2024Mar 20, 2024

    • MICCAI-2023-Route-interpret-repeat-CXRs

      Public
      Official repository of MICCAI 2023 paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning
      medical-imaginginterpretabilityexplainable-aimimic-cxrchexpertchestxraymiccai2023
      Python
      •
      MIT License
      •2•14•0•0•Updated Mar 20, 2024Mar 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.
      Python
      •
      MIT License
      •1•10•0•0•Updated Dec 10, 2023Dec 10, 2023

    • MRE-PINN

      Public
      MR elastography with physics-informed neural networks
      Python
      •
      GNU General Public License v3.0
      •1•11•0•0•Updated Sep 22, 2023Sep 22, 2023

    • BayesComBat

      Public
      Harmonization of brain imaging features using bayesian inference
      Python
      •2•13•1•0•Updated Aug 6, 2023Aug 6, 2023

    • lth-explain

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jul 7, 2023Jul 7, 2023

    • Augmentation_By_Counterfactual_Explanation

      Public
      GitHub repo for paper: Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier https://arxiv.org/abs/2210.12196
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Jan 20, 2023Jan 20, 2023

    • IEA

      Public
      Jupyter Notebook
      •
      MIT License
      •0•3•0•0•Updated Nov 28, 2022Nov 28, 2022

    • Explanation_by_Progressive_Exaggeration

      Public
      Explanation by Progressive Exaggeration
      Jupyter Notebook
      •
      MIT License
      •3•20•2•3•Updated Nov 21, 2022Nov 21, 2022

    • Adversarial-Single-Domain-Generalization

      Public
      This is the official pytorch implementation of "Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation" of MICCAI2022
      Python
      •1•4•0•0•Updated Nov 18, 2022Nov 18, 2022

    • BatmanLabWiki

      Public
      Documents and Wiki of the lab
      Python
      •
      Apache License 2.0
      •0•3•36•1•Updated Nov 2, 2022Nov 2, 2022

    • Context_Aware_SSL

      Public
      Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
      Python
      •
      MIT License
      •5•60•3•0•Updated Oct 24, 2022Oct 24, 2022

    • HA-GAN

      Public
      Official PyTorch implementation for HA-GAN, a memory efficient 3D GAN, accepted to IEEE J-BHI
      Jupyter Notebook
      •13•43•9•0•Updated Aug 22, 2022Aug 22, 2022

    • ukb_api

      Public
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Jul 8, 2022Jul 8, 2022

    • MSPC

      Public
      Maximum Spatial Perturbation for Image-to-Image Translation (Official Implementation)
      Python
      •2•62•1•0•Updated Jul 3, 2022Jul 3, 2022

    • AGXNet

      Public
      Python
      •6•23•0•0•Updated Jun 25, 2022Jun 25, 2022

    • mre_ai

      Public
      Repo for handing off MRE projects
      Jupyter Notebook
      •2•3•0•0•Updated Oct 13, 2021Oct 13, 2021

    • vessel-flow-consistency-ssl

      Public
      This is the code for the MICCAI 2021 paper Self-Supervised Vessel Enhancement Using Flow-Based Consistencies.
      Jupyter Notebook
      •3•27•3•0•Updated Aug 17, 2021Aug 17, 2021

    • predictElasticity

      Public
      Jupyter Notebook
      •1•5•0•0•Updated Jul 12, 2021Jul 12, 2021

    • data_course

      Public
      Data Science Course
      Jupyter Notebook
      •2•3•0•0•Updated Feb 7, 2021Feb 7, 2021

    • Semi-paired-Association-Test

      Public
      Semi-paired association test
      MATLAB
      •1•3•0•0•Updated Oct 19, 2020Oct 19, 2020

    • ImageProcessing

      Public
      Medical Image Processing
      Jupyter Notebook
      •2•0•0•0•Updated Sep 23, 2020Sep 23, 2020

    • twin-auxiliary-classifiers-gan

      Public
      Python
      •14•50•3•0•Updated Apr 29, 2020Apr 29, 2020