Background: Echocardiography (echo) is the most sensitive tool for rheumatic heart disease (RHD) detection. However, widespread screening programs are non-existent due to lack of financial and expert human resources in endemic areas. Task-shifting to non-experts to perform RHD screening is promising; however, investigations into workforce composition and replicable training schemes are needed. Objective: Test non-experts’ ability to conduct RHD screening following a brief, standardized, computer-based training course. Methods: Six non-experts with a variety of backgrounds (nurses, health technicians, medical students) and echo experience (6 wks-1 yr) completed a 3-module computer-based curriculum focusing on simplified criteria for RHD screening (mitral regurgitation (MR) ≥1.5cm and/or any aortic regurgitation). Following training, two teams of 3 non-experts were placed in school screening environments. Gold-standard diagnoses of RHD (2012, World Heart Federation criteria) were made by cardiologists using standard portable echo equipment. Children diagnosed with RHD and 25% of the general screening population was blindly evaluated by each non-expert using the simplified criteria with handheld echo. Results: Screening was performed in 1,381 children, with 397 (47 borderline RHD, 6 definite RHD, 336 normal & 8 other) referred for handheld echo (209 Team 1 & 188 Team 2). Age ranged from 5-18 years (mean 13.6); 59% were female. Overall sensitivity of the simplified approach was 90.8% (95% CI 85.4-94.6%; range 75-100%), with an overall specificity of 82.4% (95% CI 79.9-84.7%; range 75-89%). The most common reasons for false-negative screens (n=16) were missed MR (44%) and MR ≤1.5cm (29%), and for false-positive screens (n=179) included identification of erroneous color jets (25%), incorrect MR measurement (24%), and appropriate application of simplified guidelines (MR between 1.5 and 2.0 cm, 39.4%). Conclusions: A short, computer-based curriculum can be successfully used to train a heterogeneous group of non-experts to preform large-scale RHD screening. This simplified approach addresses prohibitive financial and workforce barriers to widespread RHD screening and holds the potential to significantly reduce the global burden of RHD.