Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning

Abstract

Automatic diagnosis of echo-detected RHD is feasible and, with further research, has the potential to reduce the workload of experts, enabling the implementation of more widespread screening programs worldwide.