Deep learning based automatic segmentation of lumbosacral nerves on non-contrast CT for radiographic evaluation: a pilot study.
Guoxin FanHuaqing LiuZhenhua WuYufeng LiChaobo FengDongdong WangJie LuoXiaofei GuanWilliam M. Wells IIIShisheng HePublished in: CoRR (2018)
Keyphrases
- automatic segmentation
- pilot study
- deep learning
- ct data
- manual segmentation
- segmentation algorithm
- automatically segmenting
- semi automatic segmentation
- computed tomography images
- gold standard
- computer games
- unsupervised feature learning
- medical images
- unsupervised learning
- machine learning
- lymph nodes
- mental models
- ct images
- image segmentation
- data mining
- weakly supervised
- patient specific
- computed tomography
- contrast enhanced
- computer tomography
- image reconstruction