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
  ☆62Updated last year
• 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
  ☆107Updated last year
• zhang64-llnl / Mix-n-Match-Calibration
  ☆34Updated 4 years ago
• YyzHarry / shortcut-ood-fairness
  [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
  ☆26Updated 3 months ago
• cambridge-mlg / CLUE
  Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
  ☆35Updated 11 months ago
• dmitrykazhdan / concept-based-xai
  Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
  ☆54Updated 2 years ago
• izmailovpavel / spurious_feature_learning
  ☆45Updated 2 years ago
• rgklab / detectron
  Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"
  ☆12Updated last year
• CAMP-eXplain-AI / Style-CheXplain
  GAN-based method to create counterfactual explanations for chest X-rays
  ☆24Updated 2 years ago
• mlfoundations / tableshift
  A benchmark for distribution shift in tabular data
  ☆51Updated 10 months ago
• YyzHarry / vlm-fairness
  [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging
  ☆18Updated last week
• anirbansarkar-cs / Ante-hoc_Explainability_Concepts
  Implementation of the paper "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022).
  ☆8Updated 8 months ago
• ieee8023 / latentshift
  A method to generate counterfactuals
  ☆12Updated 3 weeks ago
• pietrobarbiero / entropy-lens
  ☆16Updated 2 years ago
• alceubissoto / debiasing-skin
  ☆17Updated 4 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
• dmitrykazhdan / CME
  CME: Concept-based Model Extraction
  ☆12Updated 4 years ago
• chihkuanyeh / concept_exp
  code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"
  ☆53Updated 3 years ago
• bat-sheva / Conformal-Learning
  ☆23Updated 2 years ago
• IBM / concept_transformer
  Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"
  ☆39Updated last year
• mmcdermott / How-to-PhD
  A collection of resources and information for concrete skills that are helpful when pursuing a PhD in computer science (specifically in M…
  ☆23Updated last year
• Jonathan-Pearce / calibration-toolbox
  NumPy library for calibration metrics
  ☆69Updated last month
• asmadotgh / dissect
  DISSECT: Disentangled Simultaneous Explanations via Concept Traversals
  ☆11Updated last year
• AITRICS / Medical_Tri_Modal_Pilot
  Medical multi-modal learning with missing modality data (MLHC 2023)
  ☆12Updated last year
• AMLab-Amsterdam / DataAugmentationInterventions
  ☆27Updated 4 years ago
• ModelOriented / metaMIMIC
  ☆12Updated 2 years ago
• rajpurkarlab / BenchMD
  ☆76Updated last year
• ahujak / IB-IRM
  ☆30Updated 3 years ago