Automated Assessment Implementation of Subcutaneous Adipose & Visceral Adipose Tissues in Human Abdominal Area

Walid A. Zgallai,Teye Brown,Entesar Z. Dalah,Abdulmunhem K. Obaideen,MoezAlIslam E. Faris

2021 International Conference on e-Health and Bioengineering (EHB)（2021）

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摘要

An implementation of a novel method to automate the assessment of the abdominal subcutaneous adipose tissue and visceral adipose tissue which have been detected in MRI images for obese subjects is described. Deep learning has been exploited with a view of SAT / VAT quantification. The study aims to optimize the clinicians’ time. VAT results are promising.

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关键词

Convolutional neural networks,Deep learning,Magnetic Resonance Imaging,Subcutaneous adipose tissue,Visceral adipose tissue

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