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MedAI Shield

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MedAI Shield

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Challenge: Safety and ethics

Industries

Health and wellness

Technologies

Other

Tags

Governance & tooling

Description

MedAI Shield ensures safe and bias-free use of AI diagnostics in African hospitals by auditing algorithms for fairness and accuracy using federated data governance.

Detailed Idea

Alignment with DF goals (BGI, Platform growth, community)

Problem description

AI medical tools often misdiagnose minorities due to biased training data. Hospitals lack capacity to evaluate algorithms’ fairness before adoption.

Proposed Solutions

MedAI Shield enables hospitals to securely test AI models on local data without exposing patient information. It generates fairness audits and accreditation scores to guide ethical medical AI deployment.

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