Deep convolutional neural networks with ensemble learning and transfer learning for automated detection of gastrointestinal diseases.
Qiaosen SuFengsheng WangDong ChenGang ChenChao LiLeyi WeiPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- transfer learning
- automated detection
- ensemble learning
- convolutional neural networks
- unlabeled data
- labeled data
- learning tasks
- generalization ability
- automated analysis
- ensemble methods
- machine learning
- reinforcement learning
- semi supervised learning
- learning algorithm
- text classification
- lung cancer
- random forest
- text categorization
- machine learning algorithms
- active learning
- collaborative filtering
- structure learning
- multi task
- data points
- base classifiers
- text mining
- semi supervised
- concept drift
- feature selection
- nearest neighbor
- prediction accuracy
- training samples
- supervised learning
- model selection
- neural network