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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Veröffentlicht in:	Computers, materials & continua Jg. 63; H. 2; S. 995
Hauptverfasser:	Luo, Chao, Shi, Canghong, Li, Xiaojie, Wang, Xin, Chen, Yucheng, Gao, Dongrui, Yin, Youbing, Song, Qi, Wu, Xi, Zhou, Jiliu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Henderson Tech Science Press 01.01.2020
Schlagworte:	Cardiomyopathy Classification Coders Diagnosis Embedding Encoders-Decoders Image contrast Image segmentation Magnetic resonance Medical imaging Myocardium Recovery
ISSN:	1546-2218, 1546-2226
Online-Zugang:	Volltext
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