High Accuracy and Cost-Saving Active Learning 3D WD-UNet for Airway Segmentation.
Shiyi WangYang NanSimon WalshGuang YangPublished in: CoRR (2023)
Keyphrases
- active learning
- cost savings
- high accuracy
- image segmentation
- medical images
- segmentation algorithm
- level set
- segmentation method
- quantitative analysis
- multiscale
- learning strategies
- fully automatic
- ct images
- region growing
- high efficiency
- experimental design
- medical imaging
- object segmentation
- transfer learning
- energy function
- segmented images
- supervised learning
- supply chain
- segmentation errors
- cost reduction
- data sets
- selective sampling
- shape prior
- edge detection
- semi supervised
- ground truth
- e learning
- learning algorithm