Muge Capan

Works (4)

Updated: July 6th, 2023 21:15
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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 n , S. Meshkinfam  n, J. Ivy n, S. Goodarzi n, M. Capan*, J. Huddleston *, S. Romero-Brufau *

co-author countries: United States of America 🇺🇸
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 n, R. Arnold* & C. Yang *

co-author countries: United States of America 🇺🇸
author keywords: Physiology; Blood pressure; Biological systems; Statistics; Sociology; Predictive models; Hospitals; Sepsis prediction; proximate failures; sepsis feature selection
MeSH headings : Hospitalization; Humans; Machine Learning; Prognosis; Sepsis / diagnosis
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 n , K. McKenzie n, M. Mayorga n , K. Miller *, K. Tran*, L. Schubel *, J. Agor *, T. Kim *, M. Capan*

co-author countries: United States of America 🇺🇸

Contributors: D. Fishbein*, S. Nambiar n , K. McKenzie n, M. Mayorga n , 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
MeSH headings : Electronic Health Records; Health Personnel / statistics & numerical data; Humans; Qualitative Research; Quality of Health Care; Tertiary Healthcare; Workload / classification; Workload / statistics & numerical data
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

Contributors: J. Agor*, O. Özaltın* , J. Ivy*, M. Capan*, R. Arnold & S. Romero

author keywords: Severity of illness scores; Sepsis; Missing data; Prediction models; Electronic health records
MeSH headings : Adolescent; Adult; Aged; Aged, 80 and over; Area Under Curve; Computational Biology / methods; Data Interpretation, Statistical; Electronic Health Records / statistics & numerical data; Female; Hospital Mortality; Humans; Intensive Care Units; Logistic Models; Male; Middle Aged; Models, Statistical; Outcome Assessment, Health Care / statistics & numerical data; Sepsis / mortality; Severity of Illness Index; Support Vector Machine; Young Adult
Sources: Web Of Science, ORCID
Added: April 27, 2020