Chao Luo1, Canghong Shi1, Xiaojie Li1, *, Xin Wang4, Yucheng Chen3, Dongrui Gao1, Youbing Yin4, Qi Song4, Xi Wu1, Jiliu Zhou1
CMC-Computers, Materials & Continua, Vol.63, No.2, pp. 995-1012, 2020, DOI:10.32604/cmc.2020.07968
Abstract 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, accurate and rapid diagnosis of DCM is still
challenge due to high variability of cardiac structure, low contrast cardiac magnetic
resonance (CMR) images, and intrinsic noise in synthetic CMR images caused by motion
artifact and cardiac dynamics. Moreover, visual assessment and empirical evaluation are
widely used in routine clinical diagnosis, but they are subject to high inter-observer
variability and are both subjective… More >
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