Julie Simmons Ivy

Checklists in Healthcare: Operational Improvement of Standards using Safety Engineering-Project CHOISSE-A framework for evaluating the effects of checklists on surgical team culture

APPLIED ERGONOMICS, 103.

Modeling the Impact of Nonpharmaceutical Interventions on COVID-19 Transmission in K-12 Schools

MDM POLICY & PRACTICE, 7(2).

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.

Organizational decision-making during COVID-19: A qualitative analysis of the organizational decision-making system in the United States during COVID-19

Johnson, K., Biddell, C. B. B., Hecht, H. K. K., Lich, K. H. H., Swann, J., Delamater, P., … Patel, M. D. D. (2022, November 18). JOURNAL OF CONTINGENCIES AND CRISIS MANAGEMENT, Vol. 11.

The SMART Framework: Selection of Machine Learning Algorithms With ReplicaTions-A Case Study on the Microvascular Complications of Diabetes

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 26(2), 809–817.

Association of Simulated COVID-19 Vaccination and Nonpharmaceutical Interventions With Infections, Hospitalizations, and Mortality

JAMA NETWORK OPEN, 4(6).

Data to Donations: Towards In-Kind Food Donation Prediction across Two Coasts

2021 IEEE GLOBAL HUMANITARIAN TECHNOLOGY CONFERENCE (GHTC), pp. 281–288.

Elicitation of Preference among Multiple Criteria in Food Distribution by Food Banks

Hasnain, T., Sengul Orgut, I., & Ivy, J. S. (2021, October 22). PRODUCTION AND OPERATIONS MANAGEMENT.

Modeling the role of efficiency for the equitable and effective distribution of donated food

Islam, M. H., & Ivy, J. S. (2021, June 16). OR SPECTRUM.

Proximity of Cellular and Physiological Response Failures in Sepsis

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

EVALUATING DIABETIC RETINOPATHY SCREENING INTERVENTIONS IN A MICROSIMULATION MODEL

2020 WINTER SIMULATION CONFERENCE (WSC), pp. 944–955.

Simulation model of the relationship between cesarean section rates and labor duration

Health Care Management Science, 22(4), 635–657.

The value of missing information in severity of illness score development

JOURNAL OF BIOMEDICAL INFORMATICS, 97.

Diabetes and the hospitalized patient: A cluster analytic framework for characterizing the role of sex, race and comorbidity from 2006 to 2011

HEALTH CARE MANAGEMENT SCIENCE, 21(4), 534–553.

Exploring the Value of Waiting During Labor

SERVICE SCIENCE, 10(3), 334–353.

Not all organ dysfunctions are created equal - Prevalence and mortality in sepsis

JOURNAL OF CRITICAL CARE, 48, 257–262.

Robust optimization approaches for the equitable and effective distribution of donated food

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 269(2), 516–531.

A simulation approach for evaluating medication supply chain structures

International Journal of Systems Science: Operations & Logistics, 4(1), 13–26.

A stochastic model of acute-care decisions based on patient and provider heterogeneity

HEALTH CARE MANAGEMENT SCIENCE, 20(2), 187–206.

LSTM for septic shock: Adding unreliable labels to reliable predictions

2017 IEEE International Conference on Big Data (Big Data), 1233–1242.

Modeling for the equitable and effective distribution of food donations under stochastic receiving capacities

IISE TRANSACTIONS, 49(6), 567–578.

A Framework for modeling the complex interaction between breast cancer and diabetes

2016 10th european conference on antennas and propagation (eucap), 1245–1256.

Achieving equity, effectiveness, and efficiency in food bank operations: Strategies for feeding America with implications for global hunger relief

Advances in Managing Humanitarian Operations, 235, 229–256.

Assessing the reliability of the radiation therapy care delivery process using discrete event simulation

2016 10th european conference on antennas and propagation (eucap), 1233–1244.

Modeling for the equitable and effective distribution of donated food under capacity constraints

IIE TRANSACTIONS, 48(3), 252–266.

Modeling the effect of public health resources and alerting on the dynamics of pertussis spread

HEALTH SYSTEMS, 5(2), 81–97.

Simulation of labor: a study of the relationship between cesarean section rates and the time spent in labor

2016 10th european conference on antennas and propagation (eucap), 1269–1280.

Combined DES/SD model of breast cancer screening for older women, I: Natural-history simulation

IIE TRANSACTIONS, 47(6), 600–619.

Impact of the influenza season on a hospital from a pharmaceutical inventory management perspective

Health Systems, 4(1), 12–28.

Individualizing and optimizing the use of early warning scores in acute medical care for deteriorating hospitalized patients

RESUSCITATION, 93, 107–112.

The association between event learning and continuous quality improvement programs and culture of patient safety

Practical Radiation Oncology, 5(5), 286–294.

Understanding the evolution of mathematics performance in primary education and the implications for STEM learning: A Markovian approach

COMPUTERS IN HUMAN BEHAVIOR, 47, 4–17.

Using systems modeling to enhance public health preparedness

Health Systems, 4(1), 1–4.

Combined DES/SD model of breast cancer screening for older women, II: screening-and-treatment simulation

IIE Transactions, 46(7), 707–727.

Competing risks analysis in mortality estimation for breast cancer patients from independent risk groups

HEALTH CARE MANAGEMENT SCIENCE, 17(3), 259–269.

Optimal two-phase vaccine allocation to geographically different regions under uncertainty

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 233(1), 208–219.

Scheduling food bank collections and deliveries to ensure food safety and improve access

Socio-Economic Planning Sciences, 48(3), 175–188.

Systems Engineering Methods for Enhancing the Value Stream in Public Health Preparedness: The Role of Markov Models, Simulation, and Optimization

PUBLIC HEALTH REPORTS, 129, 145–153.

Analytic solution of the susceptible-infective epidemic model with state-dependent contact rates and different intervention policies

SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 89(6), 703–721.

Characterizing the impact of mental disorders on HIV patient length of stay and total charges

IIE Transactions on Healthcare Systems Engineering, 3(3), 139–146.

Identifying optimal mitigation strategies for responding to a mild influenza epidemic

SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 89(11), 1400–1415.

Optimal intervention strategies for an epidemic: A household view

SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 89(12), 1505–1522.

The association of breast density with breast cancer mortality in African American and white women screened in community practice

BREAST CANCER RESEARCH AND TREATMENT, 137(1), 273–283.

A Conceptual Framework for Future Research on Mode of Delivery

MATERNAL AND CHILD HEALTH JOURNAL, 16(7), 1447–1454.

Patient-based pharmaceutical inventory management: a two-stage inventory and production model for perishable products with Markovian demand

Health Systems, 1(1), 69–83.

Simulating Public Health Capacity to Measure Performance:E. coliO157 at the North Carolina State Fair

Risk, Hazards & Crisis in Public Policy, 3(3), 69–82.

COST-EFFECTIVENESS ANALYSIS OF VACCINATION AND SELF-ISOLATION IN CASE OF H1N1

PROCEEDINGS OF THE 2010 WINTER SIMULATION CONFERENCE, pp. 2199–2210.

Modeling the impact of comorbidity on breast cancer patient outcomes

HEALTH CARE MANAGEMENT SCIENCE, 13(2), 137–154.

Pelvic Floor Consequences of Cesarean Delivery on Maternal Request in Women with a Single Birth: A Cost-effectiveness Analysis

[Review of ]. JOURNAL OF WOMENS HEALTH, 19(1), 147–160.

Univariate input models for stochastic simulation

Journal of Simulation, 4(2), 81–97.

Quantifying the Impact of Variability and Noise on Patient Outcomes in Breast Cancer Decision Making

Quality Engineering, 21(3), 319–334.

A SIMULATION-BASED APPROACH FOR INVENTORY MODELING OF PERISHABLE PHARMACEUTICALS

2008 WINTER SIMULATION CONFERENCE, VOLS 1-5, pp. 1532–1538.

Assessing Dynamic Breast Cancer Screening Policies

OPERATIONS RESEARCH, 56(6), 1411–1427.

Integrated reconfiguration and age-based preventive maintenance decision making

IIE Transactions, 39(12), 1085–1102.

Childbirth and pelvic floor dysfunction: An epidemiologic approach to the assessment of prevention opportunities at delivery

American Journal of Obstetrics and Gynecology, 195(1), 23–28.

A Modeling Approach to Maintenance Decisions Using Statistical Quality Control and Optimization

Quality and Reliability Engineering International, 21(4), 355–366.