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Healthcare · Biomedical AI

Malaria Detection

Smartphone-embedded deep learning for microscopic and sub-microscopic malaria detection.

At IBENS, I worked on smartphone-embedded deep-learning models for microscopic and sub-microscopic malaria detection.

The work covered an end-to-end pipeline—from data acquisition and model evaluation on microscopic thin blood-smear images to optimization under mobile constraints and app development.

The associated preprint, Detection of Malaria Infection from parasite-free blood smears, is available on medRxiv.

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