A finite-horizon Markov decision process model for cancer chemotherapy treatment planning: an application to sequential treatment decision making in clinical trials.
Nazila BazrafshanM. M. LotfiPublished in: Ann. Oper. Res. (2020)
Keyphrases
- process model
- cancer patients
- finite horizon
- markov decision
- clinical trials
- treatment planning
- decision making
- decision support system
- imaging modalities
- breast cancer
- treatment plan
- production system
- infinite horizon
- optimal policy
- multistage
- disease progression
- breast cancer patients
- markov decision processes
- radiation therapy
- decision makers
- computer aided
- image guided
- business processes
- business process
- clinical applications
- ct images
- non stationary
- markov decision process
- accurate segmentation
- experimental design
- petri net
- average cost
- ct scans
- supply chain
- expert systems
- automated segmentation
- long run
- computer aided diagnosis
- low contrast
- dynamic programming
- radiotherapy treatment
- optimal control
- medical data
- data mining
- automatic segmentation
- logistic regression
- case based reasoning
- state space
- artificial intelligence
- machine learning