Building Large-Scale Quantitative Imaging Databases with Multi-Scale Deep Reinforcement Learning: Initial Experience with Whole-Body Organ Volumetric Analyses.
David J. WinkelHanns-Christian BreitThomas J. WeikertBram StieltjesPublished in: J. Digit. Imaging (2021)
Keyphrases
- databases
- multiscale
- reinforcement learning
- database
- image processing
- function approximation
- real world
- medical images
- small scale
- medical imaging
- phase contrast images
- qualitative and quantitative
- natural images
- multi view
- scale space
- state space
- image analysis
- learning algorithm
- edge detection
- dynamic programming
- high resolution
- relational databases
- database systems
- coarse to fine
- volumetric data
- multiple scales
- anatomical structures
- three dimensional
- organ motion
- action selection
- computer vision
- quantitative and qualitative
- image segmentation
- knowledge discovery
- markov decision processes
- data warehouse