DC-net: Dual-Consistency semi-supervised learning for 3D left atrium segmentation from MRI

Left atrial segmentation is very important for the treatment of atrial fibrillation. One factor limiting the automatic segmentation of the left atrium is that training network needs a large amount of labeled data, which is expensive and time-consuming. Using limited labeled data for accurate segment...

Full description

Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 78; p. 103870
Main Authors:	Wang, Junying, Liu, Xiaoli, Yin, Jianqin, Ding, Pengxiang
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.09.2022
Subjects:	Consistency learning Different perturbations Left atrial segmentation Semi-supervised algorithm Left atrial segmentation Consistency learning Semi-supervised algorithm Different perturbations
ISSN:	1746-8094, 1746-8108
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!