Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies.
Thomas KüstnerTobias HeppMarc FischerMartin SchwartzAndreas FritscheHans-Ulrich HäringKonstantin NikolaouFabian BambergBin YangFritz SchickSergios GatidisJürgen MachannPublished in: CoRR (2020)
Keyphrases
- fully automated
- deep learning
- automatically segmenting
- adipose tissue
- automatic segmentation
- manual segmentation
- fully automatic
- three dimensional
- bias field
- automated segmentation
- medical images
- segmentation algorithm
- mri data
- mr images
- magnetic resonance images
- unsupervised learning
- accurate segmentation
- image segmentation
- mental models
- machine learning
- medical imaging
- image intensity
- brain tumors
- brain tissue
- weakly supervised
- magnetic resonance
- intensity distribution
- magnetic resonance imaging
- mr brain images
- region growing
- object segmentation
- object recognition
- computed tomography
- segmentation method
- energy function
- active contours
- level set