Multi-Task Learning Using Attention-Based Convolutional Encoder-Decoder for Dilated Cardiomyopathy CMR Segmentation and Classification

Myocardial segmentation and classification play a major role in the diagnosis of cardiovascular disease. Dilated Cardiomyopathy (DCM) is a kind of common chronic and life-threatening cardiopathy. Early diagnostics significantly increases the chances of correct treatment and survival. However, accura...

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Bibliographic Details

Published in:	Computers, materials & continua Vol. 63; no. 2; p. 995
Main Authors:	Luo, Chao, Shi, Canghong, Li, Xiaojie, Wang, Xin, Chen, Yucheng, Gao, Dongrui, Yin, Youbing, Song, Qi, Wu, Xi, Zhou, Jiliu
Format:	Journal Article
Language:	English
Published:	Henderson Tech Science Press 01.01.2020
Subjects:	Cardiomyopathy Classification Coders Diagnosis Embedding Encoders-Decoders Image contrast Image segmentation Magnetic resonance Medical imaging Myocardium Recovery
ISSN:	1546-2218, 1546-2226
Online Access:	Get full text
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