On-Device Multi-Species Malaria Detection with Uncertainty-Calibrated Slide-Level Aggregation

Idaya Seidu, Ahmed Tahiru Issah, Charles B. Delahunt +1

Malaria remains a leading cause of mortality in resource-limited settings, where expert microscopists are scarce. Automated diagnosis based on microscopy images thus has strong pot…