An Efficient High-Quality Medical Lesion Image Data Labeling Method Based on Active Learning.
Jiancun ZhouRui CaoJian KangKehua GuoYangting XuPublished in: IEEE Access (2020)
Keyphrases
- active learning
- high quality
- image data
- high accuracy
- clustering method
- image quality
- significant improvement
- prior knowledge
- input data
- machine learning
- computationally efficient
- learning process
- preprocessing
- highly accurate
- detection method
- image content
- region of interest
- selective sampling
- probabilistic model
- support vector machine
- computational cost
- dynamic programming
- image sequences
- image segmentation
- unsupervised learning
- reinforcement learning
- training data
- decision trees