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Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images.

Veer SanghaArash A NargesiLovedeep Singh DhingraAkshay KhunteBobak J MortazaviAntonio Luiz P RibeiroEvgeniya BaninaOluwaseun AdeolaNadish GargCynthia A BrandtRobert J H MillerAntonio Luiz Pinho RibeiroEric J VelazquezLuana GiattiSandhi Maria BarretoMurilo FoppaNeal YuanDavid OuyangHarlan M KrumholzRohan Khera
Published in: Circulation (2023)
We developed and externally validated a deep learning model that identifies LV systolic dysfunction from ECG images. This approach represents an automated and accessible screening strategy for LV systolic dysfunction, particularly in low-resource settings.
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