Julie S. Ivy

Affiliations:
  • North Carolina State University, Department of Industrial and Systems Engineering


According to our database1, Julie S. Ivy authored at least 37 papers between 2005 and 2022.

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Bibliography

2022
The SMART Framework: Selection of Machine Learning Algorithms With ReplicaTions - A Case Study on the Microvascular Complications of Diabetes.
IEEE J. Biomed. Health Informatics, 2022

Modeling the role of efficiency for the equitable and effective distribution of donated food.
OR Spectr., 2022

2021
Proximity of Cellular and Physiological Response Failures in Sepsis.
IEEE J. Biomed. Health Informatics, 2021

High-Quality Masks Reduce Covid-19 Infections and Death in the US.
Proceedings of the Winter Simulation Conference, 2021

Data to Donations: Towards In-Kind Food Donation Prediction across Two Coasts.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2021

2020
Evaluating Diabetic Retinopathy Screening Interventions in a Microsimulation Model.
Proceedings of the Winter Simulation Conference, 2020

2019
The value of missing information in severity of illness score development.
J. Biomed. Informatics, 2019

The Effect of the Distribution of the Inverse Growth Rate on Pancreatic Cancer Progression.
Proceedings of the 2019 Winter Simulation Conference, 2019

ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Time-aware Adversarial Networks for Adapting Disease Progression Modeling.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Multi-layer Facial Representation Learning for Early Prediction of Septic Shock.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Simulating Uncertainty of Early Warning Scores in Sepsis Detection.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018
Robust optimization approaches for the equitable and effective distribution of donated food.
Eur. J. Oper. Res., 2018

What's in a Definition? A simulation Framework for Modeling sepsis Interventions using Electronic Health Records.
Proceedings of the 2018 Winter Simulation Conference, 2018

Early Diagnosis and Prediction of Sepsis Shock by Combining Static and Dynamic Information Using Convolutional-LSTM.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Recent Temporal Pattern Mining for Septic Shock Early Prediction.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017
Case - A Prescription for Budget Woes at Gracious University Hospital.
INFORMS Trans. Educ., 2017

Case Article - A Prescription for Budget Woes at Gracious University Hospital.
INFORMS Trans. Educ., 2017

LSTM for septic shock: Adding unreliable labels to reliable predictions.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2015
Understanding the evolution of mathematics performance in primary education and the implications for STEM learning: A Markovian approach.
Comput. Hum. Behav., 2015

Using percentile matching to simulate labor progression and the effect of labor duration on birth complications.
Proceedings of the 2015 Winter Simulation Conference, 2015

2014
Optimal two-phase vaccine allocation to geographically different regions under uncertainty.
Eur. J. Oper. Res., 2014

Assessing the reliability of the radiation therapy care delivery process using discrete event simulation.
Proceedings of the 2014 Winter Simulation Conference, 2014

Simulation of labor: a study of the relationship between cesarean section rates and the time spent in labor.
Proceedings of the 2014 Winter Simulation Conference, 2014

A framework for modeling the complex interaction between breast cancer and diabetes.
Proceedings of the 2014 Winter Simulation Conference, 2014

2013
Identifying optimal mitigation strategies for responding to a mild influenza epidemic.
Simul., 2013

Optimal intervention strategies for an epidemic: A household view.
Simul., 2013

Analytic solution of the susceptible-infective epidemic model with state-dependent contact rates and different intervention policies.
Simul., 2013

Combined DES/SD simulaton model of breast cancer screening for older women: An overview.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Capacity management and patient scheduling in an outpatient clinic using discrete event simulation.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2010
Univariate input models for stochastic simulation.
J. Simulation, 2010

Cost-effectiveness analysis of vaccination and self-isolation in case of H1N1.
Proceedings of the 2010 Winter Simulation Conference, 2010

2009
Simulating Public Health Emergency Response: A Case Study of the 2004 North Carolina State Fair E. Coli Outbreak.
Proceedings of the 2009 Winter Simulation Conference, 2009

Introduction to Modeling and Generating Probabilistic Input Processes for Simulation.
Proceedings of the 2009 Winter Simulation Conference, 2009

2008
Assessing Dynamic Breast Cancer Screening Policies.
Oper. Res., 2008

A simulation-based approach for inventory modeling of perishable pharmaceuticals.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

2005
Marginally monotonic maintenance policies for a multi-state deteriorating machine with probabilistic monitoring, and silent failures.
IEEE Trans. Reliab., 2005


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