Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning.
João Francisco B S MartinsErickson R NascimentoBruno R NascimentoCraig A SableAndrea Zawacki BeatonAntonio Luiz Pinho RibeiroWagner MeiraGisele Lobo PappaPublished in: Journal of the American Medical Informatics Association : JAMIA (2021)
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.
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