Generative Active Learning with Variational Autoencoder for Radiology Data Generation in Veterinary Medicine.
In-Gyu LeeJun-Young OhHee-Jung YuJae-Hwan KimKi-Dong EomJi-Hoon JeongPublished in: CoRR (2024)
Keyphrases
- data generation
- active learning
- medical education
- medical expert system
- generative model
- supervised learning
- learning algorithm
- random sampling
- machine learning
- image segmentation
- unsupervised learning
- medical images
- data mining
- training examples
- unlabeled data
- semi supervised
- training set
- labeled data
- learning process
- transfer learning
- image processing
- multi dimensional
- surface reconstruction
- data streams
- real time