Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach.
Pablo Escandell-MonteroJosé María Martínez-MartínezJosé David Martín-GuerreroEmilio Soria-OlivasJoan Vila-FrancésJosé Rafael Magdalena BeneditoPublished in: CIDM (2011)
Keyphrases
- reinforcement learning
- medical treatment
- medical care
- medical doctors
- therapy planning
- clinical information
- cancer patients
- function approximation
- diagnostic tool
- chronic disease
- acute coronary syndrome
- real patient data
- clinical studies
- temporal abstractions
- model free
- dynamic programming
- temporal difference
- clinical diagnosis
- learning algorithm
- human resources
- clinical data
- quality assessment
- optimal control
- health care
- cancer treatment
- optimal policy
- state space
- mobile robot
- ischemic stroke