NaviAirway: a bronchiole-sensitive deep learning-based airway segmentation pipeline for planning of navigation bronchoscopy.
Andong WangTerence Chi Chun TamHo Ming PoonKun-Chang YuWei-Ning LeePublished in: CoRR (2022)
Keyphrases
- deep learning
- ct images
- medical images
- ct data
- computed tomography
- level set
- unsupervised learning
- segmentation algorithm
- segmentation method
- unsupervised feature learning
- medical imaging
- multiscale
- image segmentation
- machine learning
- weakly supervised
- energy function
- object segmentation
- mental models
- patient specific
- deep architectures
- shape prior
- statistical shape model
- feature selection