Optimizing the First Response to Sepsis: An Electronic Health Record-Based Markov Decision Process Model

DOI10.1287/deca.2022.0455zbMath1506.90128OpenAlexW4286470758MaRDI QIDQ5872412

Santiago Romero-Brufau, Muge Capan, Jeanne M. Huddleston, Julie Simmons Ivy, Erik Rosenstrom, Sareh Meshkinfam, Shadi Hassani Goodarzi

Publication date: 30 January 2023

Published in: Decision Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1287/deca.2022.0455

zbMATH Keywords

continuous-time Markov decision processoptimal stopping problemclinical decision supportelectronic health recordssepsis treatment

Mathematics Subject Classification ID

Management decision making, including multiple objectives (90B50) Stopping times; optimal stopping problems; gambling theory (60G40) Markov and semi-Markov decision processes (90C40)

Cites Work

• The Optimal Time to Initiate HIV Therapy Under Ordered Health States

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