Panel A: simulated field testing and system training in Belgium, by members from Jimma University and Ghent University. Additional testing was performed in laboratory environments at both Jimma University and Ghent University. Panels B-D: the AI-DP platform was transported to and evaluated in over 30 zero-infrastructure field sites, across six districts throughout Uganda by the Vector Control Division, Ministry of Health (Uganda), to perform data collection, evaluate the system in remote field settings, test digital workflows, and test integrated AI and data verification workflows. At each site slides were read first by traditional microscopy to screen for positive samples, which were then read by the AI-DP platform to support rapid build-up of the database for AI training.