Fig. 1: mHealth radiomics of malaria risk-stratification or prescreening.

The flowchart of the radiomic detection for malaria consists of three major steps: frontend processing (photo acquisition, eyelid demarcation, and white balance), feature extraction and selection, and classification. Radiomic analysis is conducted using photos of easily accessible peripheral tissue (the inner eyelid) captured using an onboard smartphone camera.