Works (6)

Updated: April 11th, 2023 10:13

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 & 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 & O. Ozaltin

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*

author keywords: Severity of illness scores; Sepsis; Missing data; Prediction models; Electronic health records
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 & O. Ozaltin

author keywords: influenza evolution; prediction models; influenza vaccine; strain selection; antigenic difference; influenza
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

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

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