High Accuracy and Cost-Saving Active Learning: 3D WD-UNet for Airway Segmentation.
Shiyi WangYang NanSimon WalshGuang YangPublished in: SIPAIM (2023)
Keyphrases
- active learning
- high accuracy
- cost savings
- image segmentation
- cost reduction
- quantitative analysis
- medical images
- learning algorithm
- segmentation accuracy
- medical imaging
- segmentation method
- level set
- semi supervised
- training set
- segmentation algorithm
- fully automatic
- random sampling
- fully unsupervised
- multiscale
- computed tomography
- selective sampling
- data mining
- batch mode
- decision making
- ct data
- segmented images
- high efficiency
- supervised learning
- automatic segmentation
- relevance feedback
- supply chain