An Automated View Classification Model for Pediatric Echocardiography Using Artificial Intelligence

Addison Gearhart,Shinichi Goto,Rahul C. Deo,Andrew J. Powell

Journal of the American Society of Echocardiography（2022）

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摘要

•View classification is a key step toward fully automated echo interpretation.•An accurate AI-based view classification model was developed for pediatric echo.•Model accuracy was consistent across age groups.•The model rapidly identified echo views for surveillance in leukemia patients.•AI may drive more efficient, accurate, and scalable analysis of pediatric echo.

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关键词

Artificial intelligence,Pediatric cardiology,Convolutional neural network,View classification,Echocardiography

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