Fast and fully-automated detection and segmentation of pulmonary nodules in thoracic CT scans using deep convolutional neural networks.
Xia HuangWenqing SunTzu-Liang (Bill) TsengChunqiang LiWei QianPublished in: Comput. Medical Imaging Graph. (2019)
Keyphrases
- ct scans
- airway tree
- pulmonary nodules
- fully automated
- automated segmentation
- computer aided detection
- ct images
- convolutional neural networks
- fully automatic
- x ray
- fracture detection
- computed tomography
- computer tomography
- lymph nodes
- thoracic ct images
- computer aided diagnosis
- medical images
- ct data
- rigid registration
- region of interest
- completely automated
- medical imaging
- registration accuracy
- manual segmentation
- computer aided
- lung cancer
- treatment planning
- lung nodules
- medical diagnosis
- shape prior
- segmentation method
- segmentation algorithm
- image segmentation