Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method.
Shiyi WangYang NanSheng ZhangFederico FelderXiaodan XingYingying FangJavier Del SerSimon L. F. WalshGuang YangPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- segmentation method
- active learning
- segmentation algorithm
- artificial intelligence
- detection method
- level set
- supervised learning
- similarity measure
- energy function
- machine learning
- fully automatic
- grey level
- image analysis
- support vector machine
- objective function
- feature selection
- prior information
- random sampling
- lung cancer
- sample selection