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).
co-author countries:
United States of America 🇺🇸
journals.plos.org (publisher PDF)
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.
co-author countries:
United States of America 🇺🇸
Contributors: *, 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.
co-author countries:
United States of America 🇺🇸
Contributors: 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.
Contributors: *, 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.
co-author countries:
United States of America 🇺🇸
Contributors: 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.
Contributors: *, 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.
Contributors: *, K. Mckenzie*, O. Ozaltin* , M. Mayorga* , R. Parikh & J. Huddleston
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
