Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation.
Hai Siong TanKuancheng WangRafe McBethPublished in: CoRR (2023)
Keyphrases
- hybrid models
- active learning
- random sampling
- segmentation algorithm
- hybrid model
- biomedical image analysis
- medical images
- level set
- sample selection
- biomedical images
- image segmentation
- neural network
- learning algorithm
- semi supervised
- input output
- expert systems
- feed forward neural networks
- machine learning
- learning process
- artificial intelligence