Diagnostic Inferencing via Improving Clinical Concept Extraction with Deep Reinforcement Learning: A Preliminary Study.
Yuan LingSadid A. HasanVivek V. DatlaAshequl QadirKathy LeeJoey LiuOladimeji FarriPublished in: MLHC (2017)
Keyphrases
- reinforcement learning
- medical diagnostic
- diagnostic imaging
- disease diagnosis
- clinically relevant
- function approximation
- state space
- automatic extraction
- clinical diagnosis
- acute myocardial infarction
- machine learning
- information extraction
- expert systems
- bayesian networks
- diagnostic process
- clinical setting
- coronary artery disease
- diagnostic tests
- computer aided diagnosis systems
- medical data
- model based diagnosis
- medical diagnosis
- transfer learning
- dynamic programming
- multi agent
- artificial intelligence
- learning algorithm