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@biomedia-mira

Team MIRA - BioMedIA

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  1. causal-gen causal-gen Public

    (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models

    Python 68 9

  2. chexploration chexploration Public

    Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'

    Jupyter Notebook 24 5

  3. subgroup-separability subgroup-separability Public

    [MICCAI 2023] "The Role of Subgroup Separability in Group-Fair Medical Image Classification"

    Jupyter Notebook 7 2

  4. counterfactual-contrastive counterfactual-contrastive Public

    Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and "Counterfactual contrastive learning: robust representation…

    Python 21 2

  5. shift_identification shift_identification Public

    Code for 'Automatic dataset shift identification to support root cause analysis of AI performance drift', MICCAI 2025

    Jupyter Notebook 7 1

  6. flow-ssn flow-ssn Public

    [ICCV 2025] Code for "Flow Stochastic Segmentation Networks"

    Python 16 1

Repositories

Showing 10 of 32 repositories
  • mammo-label-bias Public

    [FAIMI 2025] Code for "Exploring the interplay of label bias with subgroup size and separability: A case study in mammographic density classification"

    biomedia-mira/mammo-label-bias’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Oct 29, 2025
  • flow-ssn Public

    [ICCV 2025] Code for "Flow Stochastic Segmentation Networks"

    biomedia-mira/flow-ssn’s past year of commit activity
    Python 16 1 1 0 Updated Jul 31, 2025
  • calibration_under_shifts Public

    Code for the paper "Where are we with calibration under dataset shift in image classification?"

    biomedia-mira/calibration_under_shifts’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Jul 11, 2025
  • grc-net Public

    Geometric and Radiomics features for Cardiovascular disease classification - STACOM2025 - MICCAI2025

    biomedia-mira/grc-net’s past year of commit activity
    Python 3 Apache-2.0 0 0 0 Updated Jul 1, 2025
  • CF-Seg Public

    CF-Seg: Counterfactuals Meet Segmentation

    biomedia-mira/CF-Seg’s past year of commit activity
    1 MIT 0 0 0 Updated Jun 28, 2025
  • seg-cft Public

    This is the repository for our seg-cft work accepted in MICCAI 2025

    biomedia-mira/seg-cft’s past year of commit activity
    1 0 1 0 Updated Jun 25, 2025
  • shift_identification Public

    Code for 'Automatic dataset shift identification to support root cause analysis of AI performance drift', MICCAI 2025

    biomedia-mira/shift_identification’s past year of commit activity
    Jupyter Notebook 7 MIT 1 0 0 Updated Jun 19, 2025
  • counterfactual-contrastive Public

    Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and "Counterfactual contrastive learning: robust representations via causal image synthesis" (MICCAI Data Engineering Workshop)

    biomedia-mira/counterfactual-contrastive’s past year of commit activity
    Python 21 MIT 2 1 0 Updated Jun 16, 2025
  • mammo-artifacts Public

    Code for "Radio-opaque artefacts in digital mammography: Automatic detection and analysis of downstream effects" - ISBI 2025 paper

    biomedia-mira/mammo-artifacts’s past year of commit activity
    Python 5 MIT 1 0 0 Updated May 24, 2025
  • causal-gen Public

    (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models

    biomedia-mira/causal-gen’s past year of commit activity
    Python 68 MIT 9 1 0 Updated Mar 24, 2025
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