Alternatives and similar repositories for CXR_Fairness

Users that are interested in CXR_Fairness are comparing it to the libraries listed below

• MLforHealth / ClinicalDG
  An Empirical Framework for Domain Generalization In Clinical Settings
  ☆30Updated 3 years ago
• ys-zong / MEDFAIR
  [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging
  ☆65Updated 2 years ago
• biomedia-mira / chexploration
  Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'
  ☆24Updated 2 years ago
• YyzHarry / SubpopBench
  [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
  ☆108Updated last year
• bat-sheva / Conformal-Learning
  ☆25Updated 3 years ago
• JonathanCrabbe / CARs
  This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…
  ☆11Updated 2 years ago
• zhang64-llnl / Mix-n-Match-Calibration
  ☆35Updated 4 years ago
• YyzHarry / shortcut-ood-fairness
  [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
  ☆28Updated 5 months ago
• alceubissoto / debiasing-skin
  ☆17Updated 4 years ago
• mymakar / causally_motivated_shortcut_removal
  ☆14Updated last year
• batmanlab / ICML-2023-Route-interpret-repeat
  [ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repe…
  ☆23Updated last year
• ZerojumpLine / ModelEvaluationUnderClassImbalance
  [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.
  ☆12Updated 11 months ago
• izmailovpavel / spurious_feature_learning
  ☆45Updated 2 years ago
• YyzHarry / vlm-fairness
  [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging
  ☆20Updated 2 months ago
• ykwon0407 / beta_shapley
  Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)
  ☆41Updated 2 years ago
• mertyg / beyond-confidence-atypicality
  Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"
  ☆13Updated last year
• ServiceNow / beyond-trivial-explanations
  Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations is a ServiceNow Research project that was started at Elemen…
  ☆13Updated last year
• rajpurkarlab / BenchMD
  ☆78Updated last year
• mlfoundations / tableshift
  A benchmark for distribution shift in tabular data
  ☆52Updated 11 months ago
• CAMP-eXplain-AI / Style-CheXplain
  GAN-based method to create counterfactual explanations for chest X-rays
  ☆25Updated 2 years ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• rgklab / detectron
  Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"
  ☆12Updated last year
• anirbansarkar-cs / Ante-hoc_Explainability_Concepts
  Implementation of the paper "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022).
  ☆8Updated 10 months ago
• amiratag / DistributionalShapley
  Distributional Shapley: A Distributional Framework for Data Valuation
  ☆30Updated last year
• AlaaLab / pathologist-in-the-loop
  [ NeurIPS 2023 ] Official Codebase for "Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback"
  ☆19Updated last year
• kakaobrain / irm-empirical-study
  An Empirical Study of Invariant Risk Minimization
  ☆27Updated 4 years ago
• vios-s / Diff-SCM
  Code for Diff-SCM paper
  ☆96Updated last year
• N-Nieto / GenderBias_CheXNet
  Gender Bias Extra Material
  ☆13Updated 2 years ago
• princetonvisualai / OverlookedFactors
  Overlooked Factors in Concept-based Explanations: Dataset Choice, Concept Learnability, and Human Capability (CVPR 2023)
  ☆9Updated 2 years ago
• biomedia-mira / cxr-foundation-bias
  Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'
  ☆12Updated last year