shortcut-ood-fairness
importedsoftware/shortcut-ood-fairness
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Software & Systems
- Subcategory
- unknown
- License
- MIT(osi)
- Status
- dormant
- Maturity
- deployed
- Organization
- unknown
- Country
- unknown
- Documentation
- unknown
- Tags
- algorithmic-fairness · bias-mitigation · fairness · generalization · medical-imaging · nature-medicine · ood-generalization · out-of-distribution · shortcut-learning · shortcuts · spurious-correlations · subpopulation
- Regulatory
- unknown
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- fair_cyberbullying_detectionalgorithmic-fairness · fairness
Source code and models for the paper "Cyberbullying Detection with Fairness Constraints". IEEE Internet Computing, 2020
- Fair-Codebias-mitigation · fairness
Auditing algorithmic bias in criminal justice, hiring, lending, healthcare, welfare, and tenant screening: 7 open-source audits, measurable fairness gaps, and concrete fixes.
- ALineMolgeneralization · out-of-distribution
Exploring performance of machine learning model on out-of-distribution data in chemical domain
- MUDANsubpopulation
Multi-sample Unified Discriminant ANalysis
- biomedical-signal-forensics-labalgorithmic-fairness
An open-source toolkit for auditing wearable physiological signals: signal quality, algorithmic fairness, causal sensitivity, and downstream-task impact.
- roodmriout-of-distribution
AICONSlab's DL benchmarking platform to OOD data in MRI
- api.github.com/repos/YyzHarry/shortcut-ood-fairnessretrieved 2026-08-25 · via github-api
Machine-imported from GitHub search. Last push 2024-12-30, 30 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.
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/v1/entries/38.json→ .entries["shortcut-ood-fairness"]
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