Deep Learning Based Automatic Left Ventricle Segmentation from the Transgastric Short-Axis View on Transesophageal Echocardiography: A Feasibility Study

Segmenting the left ventricle from the transgastric short-axis views (TSVs) on transesophageal echocardiography (TEE) is the cornerstone for cardiovascular assessment during perioperative management. Even for seasoned professionals, the procedure remains time-consuming and experience-dependent. The...

Full description

Bibliographic Details

Published in:	Diagnostics
Main Authors:	Yuan Tian, Wenting Qin, Zihang Zhao, Chunrong Wang, Yajie Tian, Yuelun Zhang, Kai He, Yuguan Zhang, Le Shen, Zhuhuang Zhou, Chunhua Yu
Format:	Article
Language:	English
Published:	MDPI AG 2024-07-01
Subjects:	transesophageal echocardiography deep learning left ventricle segmentation transgastric short-axis view convolutional neural network
Online Access:	https://www.mdpi.com/2075-4418/14/15/1655