Automatic segmentation of organs-at-risk from head-and-neck CT using separable convolutional neural network with hard-region-weighted loss.
Wenhui LeiHaochen MeiZhengwentai SunShan YeRan GuHuan WangRui HuangShichuan ZhangShaoting ZhangGuotai WangPublished in: Neurocomputing (2021)
Keyphrases
- automatic segmentation
- lymph nodes
- convolutional neural network
- ct data
- abdominal organs
- organ segmentation
- manual segmentation
- automatically segmenting
- medical images
- computed tomography images
- segmentation algorithm
- soft tissue
- liver segmentation
- face detection
- region of interest
- ct scans
- head images
- semi automatic segmentation
- computer tomography
- medical imaging
- accurate segmentation
- interactive segmentation
- computed tomography
- ct images
- neural network
- brain tissue
- computer assisted
- three dimensional
- computer aided diagnosis systems
- contrast enhanced
- clinical applications
- anatomical structures
- graph cuts
- multi class