Automation of the Assessment of Subcutaneous Adipose Tissue and Visceral Adipose Tissue in Human Abdominal Area Employing Deep Learning

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

2021 IEEE Western New York Image and Signal Processing Workshop (WNYISPW)（2021）

引用 1|浏览1

暂无评分

摘要

This paper suggest a new technique with a view of full automation of the abdominal subcutaneous and visceral adipose tissues’ quantification. Magnetic resonance Imaging (MRI) has been employed in this study. Convolutional neural networks have been exploited to quantify SAT / VAT. Clinicians’ time optimization is envisaged to be improved. The obtained results for the VAT are giving positive indicat...

查看译文

关键词

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

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要