Deep learning-driven pulmonary arteries and veins segmentation reveals demography-associated pulmonary vasculature anatomy.
Yuetan ChuGongning LuoLongxi ZhouShaodong CaoGuolin MaXianglin MengJuexiao ZhouChangchun YangDexuan XieRicardo HenaoXigang XiaoLianming WuZhaowen QiuXin GaoPublished in: CoRR (2024)
Keyphrases
- contrast agent
- accurate segmentation
- deep learning
- automatic segmentation
- segmentation algorithm
- medical images
- ct scans
- medical imaging
- unsupervised feature learning
- model based segmentation
- unsupervised learning
- computed tomography
- level set
- image segmentation
- segmentation method
- x ray
- computer tomography
- machine learning
- anatomical structures
- ct data
- imaging modalities
- shape prior
- mental models
- ct images
- mr images
- active learning
- contrast enhanced
- low contrast
- medical image analysis
- multiscale
- three dimensional
- feature selection
- computer vision