Optimizing active surveillance for prostate cancer using partially observable Markov decision processes
type: Item
instance of: scholarly article
title: Optimizing active surveillance for prostate cancer using partially observable Markov decision processes
author: Weiyu Li
author: Brian T. Denton
author: Todd M. Morgan
published in: European Journal of Operational Research
publication date: 2022-10-17T00:00:00Z
Mathematics Subject Classification ID: 90Bxx
zbMATH DE Number: 7602402
zbMATH Keywords: OR in medicine
zbMATH Keywords: decision process
zbMATH Keywords: medical decision making
zbMATH Keywords: partially observable Markov decision process
zbMATH Keywords: prostate cancer
describes a project that uses: prediction-prostate-surveillance
describes a project that uses: POMDP
MaRDI profile type: Publication
full work available at URL: j.ejor.2022.05.043
OpenAlex ID: W4281625414
cites work: Structural Results for Partially Observable Markov Decision Processes
cites work: Optimal control of Markov processes with incomplete state information
cites work: OR Forum—A POMDP Approach to Personalize Mammography Screening Decisions
cites work: A Bayesian hierarchical model for prediction of latent health states from multiple data sources with application to active surveillance of prostate cancer
cites work: Q4506458
cites work: Planning and acting in partially observable stochastic domains
cites work: Some Monotonicity Results for Partially Observed Markov Decision Processes
cites work: A survey of algorithmic methods for partially observed Markov decision processes
cites work: Monotonicity properties for two-action partially observable Markov decision processes on partially ordered spaces
cites work: Stratified breast cancer follow-up using a continuous state partially observable Markov decision process
cites work: Quality Control under Markovian Deterioration
cites work: The Optimal Control of Partially Observable Markov Processes over a Finite Horizon
cites work: Q5715714
cites work: On the Computational Complexity of Stochastic Controller Optimization in POMDPs
cites work: Point-Based Value Iteration for Finite-Horizon POMDPs
cites work: Optimal control-limit strategies for a partially observed replacement problem†
cites work: A survey of solution techniques for the partially observed Markov decision process
DOI: 10.1016/J.EJOR.2022.05.043
description: scientific article; zbMATH DE number 7602402