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AI-Powered Malaria Diagnostics: Makerere AI Health Lab Initiative

About the Case Study

The Makerere AI Health Lab’s initiative in Uganda demonstrates a human rights-based approach to AI development for malaria diagnostics. By leveraging 3D-printed smartphone adapters and AI, the project democratizes access to accurate malaria diagnosis in resource-limited areas. The initiative emphasizes community partnership, ethical data collection, and sustainable, locally-owned technology, serving as a model for AI that promotes health equity and human dignity.

 

The Toolbox applies a Human Rights-based AI Lifecycle Framework, integrating reflective questions and the Human Rights Impact Assessment (HRIA) developed with the Alan Turing Institute.

It emphasizes participatory, multidisciplinary approaches and is rooted in feminist, decolonial, and Justice, Equity, Diversity, and Inclusion (JEDI) principles and incorporates lessons from emerging digital rights challenges, ensuring AI systems are designed with safety and dignity at their core.

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