Deep learning for abdominal adipose tissue segmentation with few labelled samples.
Zheng WangAlphonse Houssou HounyeJianglin ZhangMuzhou HouMin QiPublished in: Int. J. Comput. Assist. Radiol. Surg. (2022)
Keyphrases
- deep learning
- automatically segmenting
- adipose tissue
- automatic segmentation
- segmentation algorithm
- bias field
- unsupervised learning
- unsupervised feature learning
- fully automatic
- magnetic resonance images
- image segmentation
- segmentation method
- multiscale
- accurate segmentation
- mr images
- medical imaging
- shape prior
- medical images
- active contours
- pattern recognition
- training set
- higher order
- brain tissue
- weakly supervised
- mental models
- energy function
- object segmentation
- machine learning