Learning how to detect: A deep reinforcement learning method for whole-slide melanoma histopathology images.
Tingting ZhengWeixing ChenShuqin LiHao QuanMingchen ZouSong ZhengYue ZhaoXinghua GaoXiaoyu CuiPublished in: Comput. Medical Imaging Graph. (2023)
Keyphrases
- reinforcement learning
- detection method
- prior knowledge
- high accuracy
- learning process
- clustering method
- learning scheme
- similarity measure
- dynamic programming
- histopathology images
- cost function
- detection algorithm
- online learning
- probabilistic model
- function approximation
- supervised learning
- computational cost
- pairwise
- objective function
- neural network
- segmentation method
- transfer learning
- decision trees
- model free
- learning algorithm