Efficient two-step liver and tumour segmentation on abdominal CT via deep learning and a conditional random field.
Ying ChenCheng ZhengFei HuTaohui ZhouLongfeng FengGuohui XuZhen YiXiang ZhangPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- medical images
- deep learning
- ct images
- abdominal organs
- liver segmentation
- ct data
- computed tomography
- ct volume
- medical imaging
- ct scans
- white blood
- organ segmentation
- x ray
- automatic segmentation
- image segmentation
- multiscale
- level set
- computer tomography
- segmentation algorithm
- unsupervised learning
- pre operative
- feature extraction
- unsupervised feature learning
- statistical shape model
- segmentation method
- machine learning
- deformable models
- lymph nodes
- model selection
- patient specific
- mr images
- intraoperative