Efficacy and Accuracy of Novel Automated Mitral Valve Quantification: Three-Dimensional Transesophageal Echocardiographic Study.

Nobuyuki KagiyamaMisako TokiMasahiko HaraShuichiro FukudaShingo AritakaTomonori MikiMinako OharaAkihiro HayashidaAtsushi HirohataKeizo YamamotoKiyoshi Yoshida

Published in: Echocardiography (Mount Kisco, N.Y.) (2015)

The novel automated software package reduced time for quantification of MV with similar accuracy compared to the manual method. Automated quantification is useful and may be a key to widespread adoption of three-dimensional quantification in clinical practice.

Keyphrases

mitral valve
deep learning
machine learning
high throughput
clinical practice
left ventricular
left atrial
pulmonary hypertension
electronic health record
ejection fraction
left atrial appendage