DPC-MSGATNet: dual-path chain multi-scale gated axial-transformer network for four-chamber view segmentation in fetal echocardiography

DPC-MSGATNet: dual-path chain multi-scale gated axial-transformer network for four-chamber view segmentation in fetal echocardiography

Abstract Echocardiography is essential in evaluating fetal cardiac anatomical structures and functions when clinicians conduct early treatment and screening for congenital heart defects, a common and intricate fetal malformation. Nevertheless, the prenatal detection rate of fetal CHD remains low sin...

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Bibliographic Details
Main Authors: Sibo Qiao, Shanchen Pang, Gang Luo, Yi Sun, Wenjing Yin, Silin Pan, Zhihan Lv
Format: Article
Language:English
Published: Springer 2023-01-01
Series:Complex & Intelligent Systems
Subjects:
Convolutional neural network
Echocardiography
Fetal four chambers
Semantic segmentation
Transformer
Online Access:https://doi.org/10.1007/s40747-023-00968-x

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