Julie S. Ivy

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 21

Top Topics

Missing Information

Machine Learning Algorithms

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Yiwei Zhang, Maria E. Mayorga, Julie S. Ivy, Julie L. Swann
Multi-Criteria Simulation Optimization for COVID-19 Testing In Schools. WSC (2023)
Danika Dorris, Julie S. Ivy, Julie L. Swann
An Approach to Population Synthesis of Engineering Students for Understanding Dropout Risk. WSC (2022)
Erik T. Rosenstrom, Julie S. Ivy, Maria E. Mayorga, Julie L. Swann
Could Earlier Availability of Boosters and Pediatric Vaccines Have Reduced Impact of COVID-19? WSC (2022)
Breanna P. Swan, Maria E. Mayorga, Julie S. Ivy
The SMART Framework: Selection of Machine Learning Algorithms With ReplicaTions - A Case Study on the Microvascular Complications of Diabetes. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Erik Rosenstrom, Julie S. Ivy, Maria E. Mayorga, Julie L. Swann, Buse Eylul Oruc, Pinar Keskinocak, Nathaniel Hupert
High-Quality Masks Reduce Covid-19 Infections and Death in the US. WSC (2021)
Esha Sharma, Lauren Davis, Julie S. Ivy, Min Chi
Data to Donations: Towards In-Kind Food Donation Prediction across Two Coasts. GHTC (2021)
Ali Jazayeri, Muge Capan, Julie S. Ivy, Ryan Arnold, Christopher C. Yang
Proximity of Cellular and Physiological Response Failures in Sepsis. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Breanna P. Swan, Siddhartha Nambiar, Priscille Koutouan, Maria E. Mayorga, Julie S. Ivy, Edward P. Fitts, Stephen Fransen
Evaluating Diabetic Retinopathy Screening Interventions in a Microsimulation Model. WSC (2020)
Ali Jazayeri, Muge Capan, Christopher C. Yang, Siddhartha Nambiar, Maria E. Mayorga, Julie S. Ivy, Ryan Arnold
Simulating Uncertainty of Early Warning Scores in Sepsis Detection. BCB (2019)
Chen Lin, Julie S. Ivy, Min Chi
Multi-layer Facial Representation Learning for Early Prediction of Septic Shock. IEEE BigData (2019)
Yuan Zhang, Xi Yang, Julie S. Ivy, Min Chi
Time-aware Adversarial Networks for Adapting Disease Progression Modeling. ICHI (2019)
Joseph Agor, Osman Y. Özaltin, Julie S. Ivy, Muge Capan, Ryan Arnold, Santiago Romero-Brufau
The value of missing information in severity of illness score development. J. Biomed. Informatics 97 (2019)
Lena Abu-El-Haija, Julie S. Ivy, Osman Y. Özaltin, Walter Park
The Effect of the Distribution of the Inverse Growth Rate on Pancreatic Cancer Progression. WSC (2019)
Yuan Zhang, Xi Yang, Julie S. Ivy, Min Chi
ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling. IJCAI (2019)
Irem Sengul Orgut, Julie S. Ivy, Reha Uzsoy, Charlie Hale
Robust optimization approaches for the equitable and effective distribution of donated food. Eur. J. Oper. Res. 269 (2) (2018)
Farzaneh Khoshnevisan, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne Huddleston, Min Chi
Recent Temporal Pattern Mining for Septic Shock Early Prediction. ICHI (2018)
Chen Lin, Yuan Zhang, Julie S. Ivy, Muge Capan, Ryan Arnold, Jeanne M. Huddleston, Min Chi
Early Diagnosis and Prediction of Sepsis Shock by Combining Static and Dynamic Information Using Convolutional-LSTM. ICHI (2018)
Nisha Nataraj, Julie S. Ivy, Jeanne Huddleston, Ryan Arnold, Muge Capan
What's in a Definition? A simulation Framework for Modeling sepsis Interventions using Electronic Health Records. WSC (2018)
Karen Hicklin, Julie S. Ivy, Anita R. Vila-Parrish
Case Article - A Prescription for Budget Woes at Gracious University Hospital. INFORMS Trans. Educ. 17 (3) (2017)
Yuan Zhang, Chen Lin, Min Chi, Julie S. Ivy, Muge Capan, Jeanne M. Huddleston
LSTM for septic shock: Adding unreliable labels to reliable predictions. IEEE BigData (2017)
Karen Hicklin, Julie S. Ivy, Anita R. Vila-Parrish
Case - A Prescription for Budget Woes at Gracious University Hospital. INFORMS Trans. Educ. 17 (3) (2017)
Karen Hicklin, Julie S. Ivy, James R. Wilson, Evan R. Myers
Using percentile matching to simulate labor progression and the effect of labor duration on birth complications. WSC (2015)
Amy Craig Reamer, Julie S. Ivy, Anita R. Vila-Parrish, Robert E. Young
Understanding the evolution of mathematics performance in primary education and the implications for STEM learning: A Markovian approach. Comput. Hum. Behav. 47 (2015)
Hamed Yarmand, Julie S. Ivy, Brian T. Denton, Alun L. Lloyd
Optimal two-phase vaccine allocation to geographically different regions under uncertainty. Eur. J. Oper. Res. 233 (1) (2014)
Shadi Hassani Goodarzi, Kendall McKenzie, Nisha Nataraj, Julie S. Ivy, Maria E. Mayorga, Jennifer E. Mason, Jeremy J. Tejada
A framework for modeling the complex interaction between breast cancer and diabetes. WSC (2014)
Karen Hicklin, Julie S. Ivy, Evan R. Myers, Vidyadhar G. Kulkarni, Meera Viswanathan
Simulation of labor: a study of the relationship between cesarean section rates and the time spent in labor. WSC (2014)
Pegah Pooya, Julie S. Ivy, Lukasz Mazur, Katharin Deschesne, Prithima Mosaly, Gregg Tracton, Nishant Singh
Assessing the reliability of the radiation therapy care delivery process using discrete event simulation. WSC (2014)
Hamed Yarmand, Julie S. Ivy
Optimal intervention strategies for an epidemic: A household view. Simul. 89 (12) (2013)
Hamed Yarmand, Julie S. Ivy
Analytic solution of the susceptible-infective epidemic model with state-dependent contact rates and different intervention policies. Simul. 89 (6) (2013)
Hamed Yarmand, Julie S. Ivy, Stephen D. Roberts
Identifying optimal mitigation strategies for responding to a mild influenza epidemic. Simul. 89 (11) (2013)
Gokce Akin, Julie S. Ivy, Todd R. Huschka, Thomas Rohleder, Yariv N. Marmor
Capacity management and patient scheduling in an outpatient clinic using discrete event simulation. WSC (2013)
Hamed Yarmand, Julie S. Ivy, Stephen D. Roberts, Mary W. Bengtson, Neal M. Bengtson
Cost-effectiveness analysis of vaccination and self-isolation in case of H1N1. WSC (2010)
Julie S. Ivy, Stephen M. Pollock
Marginally monotonic maintenance policies for a multi-state deteriorating machine with probabilistic monitoring, and silent failures. IEEE Trans. Reliab. 54 (3) (2005)