Automatic segmentation of the interscapular brown adipose tissue in rats based on deep learning using the dynamic magnetic resonance fat fraction images.

Chuanli ChengBingxia WuLei ZhangQian WanHao PengXin LiuHairong ZhengHuimao ZhangChao Zou

Published in: Magma (New York, N.Y.) (2023)

An automatic iBAT segmentation method for rats was successfully developed using the dynamic labelled FF images of activated BAT and deep learning network.

Keyphrases

deep learning
adipose tissue
convolutional neural network
magnetic resonance
artificial intelligence
machine learning
insulin resistance
computed tomography
skeletal muscle
network analysis