Deep convolutional neural networks using an active learning strategy for cervical cancer screening and diagnosis.
Xueguang LiMingyue DuShanru ZuoMingqing ZhouQiyao PengZiyao ChenJunhua ZhouQuan-Yuan HePublished in: Frontiers Bioinform. (2023)
Keyphrases
- cervical cancer
- learning strategies
- convolutional neural networks
- computer aided diagnosis
- convolutional network
- active learning
- online learning
- learning capabilities
- fault diagnosis
- blended learning
- model based diagnosis
- computer based instruction
- early detection
- computer aided
- medical images
- human learning
- coarse to fine
- computer vision
- instructional materials
- image registration
- multiscale
- image processing