Deep learning-based quantification of abdominal fat on magnetic resonance images.

Deep learning-based quantification of abdominal fat on magnetic resonance images.

Obesity is increasingly prevalent and associated with increased risk of developing type 2 diabetes, cardiovascular diseases, and cancer. Magnetic resonance imaging (MRI) is an accurate method for determination of body fat volume and distribution. However, quantifying body fat from numerous MRI slice...

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Bibliographic Details
Main Authors: Andrew T Grainger, Nicholas J Tustison, Kun Qing, Rene Roy, Stuart S Berr, Weibin Shi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6147491?pdf=render

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