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Healthcare AI Model Bias Assessor | exact.works

RepositoriesHealthcare AI Model Bias Assessor

exact.works / Healthcare AI Model Bias Assessor

Fairness evaluation for clinical AI with demographic parity analysis and mitigation recommendations.

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Completion Criteria

Model performance analyzed across demographic groups

Bias metrics calculated (demographic parity, equalized odds)

Mitigation strategies documented with implementation guidance

Use Cases

Pre-deployment AI bias assessment

Regulatory compliance documentation

Algorithm change management

Not Suitable For

Model retraining (assessment only)
Clinical validation studies

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Fairness evaluation for clinical AI with demographic parity analysis and mitigation recommendations.

AI bias fairness clinical AI demographic parity equalized odds algorithmic equity

TypeScript

Healthcare / Life Sciences

Discrete, Continuous

Contributors

1 contributor

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