Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing.
Di YuanYunxin LiuZhenghua XuYuefu ZhanJunyang ChenThomas LukasiewiczPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- medical image analysis
- reinforcement learning
- preprocessing
- medical images
- image registration
- deformable models
- medical imaging
- image analysis
- anatomical structures
- visual programming environment
- imaging modalities
- computer vision and pattern recognition
- magnetic resonance images
- medical image segmentation
- brain mr images
- high quality
- function approximation
- medical image data
- shape modeling
- brain structures
- dynamic programming
- feature extraction
- registration framework
- surface registration
- image segmentation
- state space
- reinforcement learning algorithms
- model free
- human brain
- fully automatic
- post processing
- pattern recognition
- machine learning