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@suinleelab

Lee Lab @ UW Allen School

Explainable AI for Biology and Precision Medicine

Popular repositories

  1. path_explain path_explain Public

    A repository for explaining feature attributions and feature interactions in deep neural networks.

    Jupyter Notebook 182 27

  2. treeexplainer-study treeexplainer-study Public

    Code and documentation for experiments in the TreeExplainer paper

    HTML 171 45

  3. attributionpriors attributionpriors Public

    Tools for training explainable models using attribution priors.

    Jupyter Notebook 119 9

  4. contrastiveVI contrastiveVI Public

    Python 40 1

  5. cxr_covid cxr_covid Public

    Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"

    Jupyter Notebook 28 7

  6. MONET MONET Public

    Transparent medical image AI via an image–text foundation model grounded in medical literature

    Python 23 2

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