Muge Capan

Works (4)

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2022 article

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

Rosenstrom, E., Meshkinfam, S., Ivy, J. S., Goodarzi, S. H., Capan, M., Huddleston, J., & Romero-Brufau, S. (2022, July 22). DECISION ANALYSIS, Vol. 7.

By: E. Rosenstrom , S. Meshkinfam  n, J. Ivy, S. Goodarzi n, M. Capan, J. Huddleston *, S. Romero-Brufau *

author keywords: clinical decision support; sepsis treatment; electronic health records; continuous-time Markov decision process; optimal stopping problem
Sources: Web Of Science, ORCID
Added: August 8, 2022

2021 journal article

Proximity of Cellular and Physiological Response Failures in Sepsis

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 25(11), 4089–4097.

By: A. Jazayeri*, M. Capan, J. Ivy, R. Arnold* & C. Yang *

author keywords: Physiology; Blood pressure; Biological systems; Statistics; Sociology; Predictive models; Hospitals; Sepsis prediction; proximate failures; sepsis feature selection
Source: Web Of Science
Added: November 23, 2021

2019 review

Objective measures of workload in healthcare: a narrative review

[Review of ]. INTERNATIONAL JOURNAL OF HEALTH CARE QUALITY ASSURANCE, 33(1), 1–17.

By: D. Fishbein*, S. Nambiar , K. McKenzie  n, M. Mayorga , K. Miller *, K. Tran *, L. Schubel*, J. Agor*, T. Kim *, M. Capan

author keywords: Workload; Care delivery needs of patients; Clinician performance; Objective workload; Task demand
Sources: Web Of Science, ORCID
Added: January 21, 2020

2019 journal article

The value of missing information in severity of illness score development

JOURNAL OF BIOMEDICAL INFORMATICS, 97.

By: J. Agor, O. Ozaltin , J. Ivy, M. Capan, R. Arnold* & S. Romero*

author keywords: Severity of illness scores; Sepsis; Missing data; Prediction models; Electronic health records
Sources: Web Of Science, ORCID
Added: April 27, 2020