Works (7)

Updated: November 6th, 2023 07:25

2023 journal article

Quantifying association and disparities between diabetes complications and COVID-19 outcomes: A retrospective study using electronic health records

PLOS ONE, 18(9).

By: N. Paramita n, J. Agor*, M. Mayorga*, J. Ivy*, K. Miller* & O. Ozaltin*

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: October 30, 2023

2021 journal article

Prediction of Sepsis Related Mortality: An Optimization Approach

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 25(11), 4207–4216.

By: J. Agor*, N. Paramita n & O. Ozaltn n

co-author countries: United States of America 🇺🇸

Contributors: J. Agor*, N. Paramita n & O. Ozaltn n

author keywords: Sepsis; SOFA score; optimization; mixed-integer programming; electronic health records
Sources: Web Of Science, ORCID
Added: November 23, 2021

2019 journal article

Feature selection for classification models via bilevel optimization

COMPUTERS & OPERATIONS RESEARCH, 106, 156–168.

By: J. Agor n & O. Ozaltin n

co-author countries: United States of America 🇺🇸

Contributors: J. Agor n & O. Özaltın n

author keywords: Feature selection; Classification; Bilevel programming; Cross validation
Sources: Web Of Science, ORCID
Added: June 17, 2019

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

2018 review

Models for predicting the evolution of influenza to inform vaccine strain selection

[Review of ]. HUMAN VACCINES & IMMUNOTHERAPEUTICS, 14(3), 678–683.

By: J. Agor n & O. Ozaltin n

co-author countries: United States of America 🇺🇸

Contributors: J. Agor n & O. Özaltın n

author keywords: influenza evolution; prediction models; influenza vaccine; strain selection; antigenic difference; influenza
MeSH headings : Antigens, Viral / immunology; Humans; Influenza Vaccines / immunology; Influenza, Human / immunology; Influenza, Human / prevention & control; Seasons; World Health Organization
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 conference paper

Simulating triage of patients into an internal medicine department to validate the use of an optimization-based workload score

2017 winter simulation conference (wsc), 2881–2892.

By: J. Agor*, K. McKenzie*, M. Mayorga*, O. Ozaltin*, R. Parikh & J. Huddleston

Contributors: J. Agor*, K. McKenzie*, M. Mayorga*, O. Ozaltin*, R. Parikh & J. Huddleston

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2016 conference paper

Simulation of triaging patients into an internal medicine department to validate the use of an optimization based workload score

2016 winter simulation conference (wsc), 0, 3708–3709.

By: J. Agor*, K. McKenzie*, O. Ozaltin*, M. Mayorga*, R. Parikh & J. Huddleston

Contributors: J. Agor*, K. Mckenzie*, O. Ozaltin*, M. Mayorga*, R. Parikh & J. Huddleston

Sources: NC State University Libraries, ORCID
Added: August 6, 2018