Automated Recognition of Regional Wall Motion Abnormalities Through Deep Neural Network Interpretation of Transthoracic Echocardiography

• Published in: Circulation (New York, N.Y.) Vol. 142; no. 16; pp. 1510 - 1520
• Main Authors: Huang, Mu-Shiang, Wang, Chi-Shiang, Chiang, Jung-Hsien, Liu, Ping-Yen, Tsai, Wei-Chuan
• Format: Journal Article
• Language: English
• Published: by the American College of Cardiology Foundation and the American Heart Association, Inc 20.10.2020

BACKGROUND:Automated interpretation of echocardiography by deep neural networks could support clinical reporting and improve efficiency. Whereas previous studies have evaluated spatial relationships using still frame images, we aimed to train and test a deep neural network for video analysis by comb...