Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy.
Molin ZhangJunshen XuEsra Abaci TurkPatricia Ellen GrantPolina GollandElfar AdalsteinssonPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- function approximation
- belief nets
- bayesian framework
- learning process
- reinforcement learning algorithms
- state space
- detection accuracy
- detection algorithm
- anatomical structures
- false positives
- detection rate
- automatic detection
- physically plausible
- neural network
- false alarms
- pose estimation
- detection method
- medical images
- probabilistic model
- three dimensional
- computer vision