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Fast and accurate view classification of echocardiograms using deep learning
2018
npj Digital Medicine
Echocardiography is essential to cardiology. However, the need for human interpretation has limited echocardiography's full potential for precision medicine. Deep learning is an emerging tool for analyzing images but has not yet been widely applied to echocardiograms, partly due to their complex multi-view format. The essential first step toward comprehensive computer-assisted echocardiographic interpretation is determining whether computers can learn to recognize these views. We trained a
doi:10.1038/s41746-017-0013-1
pmid:30828647
pmcid:PMC6395045
fatcat:cmbsb6xi6fhv5lz4o3f6vy3eoi