Eva K. Lee

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 33

Top Topics

Coronary Artery Bypass

Decision Support

Machine Learning

Top Venues

Publications

Eva K. Lee, Ahmet Oguzhan Ozlu, Taylor J. Leonard, Michael Wright, Daniel Wood
Strategic Decision-Making in Trauma Systems. DIS (2023)
Eva K. Lee, Zixing Wang
Interdependencies and Cascading Effects of Disasters on Critical Infrastructures: An Analysis of Base Station Communication Networks. KDIR (2023)
Eva K. Lee, Fan Yuan, Barton J. Mann, Brent M. Egan
Handling Imbalanced and Poorly Separated Data: a Multi-Stage Multi-Group Machine Learning Approach. BIBM (2023)
Eva K. Lee, Yifan Liu, Abdelgawad El-Tahawy, Folorunso Fasina
Analyzing Strategies for Containing Avian Influenza. AMIA (2022)
Eva K. Lee, Brent M. Egan
A Multi-stage Multi-group Classification Model: Applications to Knowledge Discovery for Evidence-based Patient-centered Care. KDIR (2022)
Eva K. Lee, Fan Yuan, Barton J. Mann, Brent M. Egan
A General-Purpose Multi-stage Multi-group Machine Learning Framework for Knowledge Discovery and Decision Support. IC3K (2022)
Andriy Shapoval, Eva K. Lee
Managing Guest Flow in Georgia Aquarium After the Dolphin Tales Show Opening. Oper. Res. Forum 3 (3) (2022)
Eva K. Lee, Xei Wei, Michael Wright
New PK/PD model directly links diabetes drug dose to blood glucose level for personalized care. AMIA (2022)
Eva K. Lee, Zhunan Li, Yuanbo Wang, Matthew S. Hagen, Robert A. Davis, Brent M. Egan
Multi-Site Best Practice Discovery: From Free Text to Standardized Concepts to Clinical Decisions. BIBM (2021)
Eva K. Lee, Yifan Liu, Fan Yuan, Ferdinand H. Pietz
Strategies for Disease Containment: A Biological-Behavioral-Intervention Computational Informatics Framework. AMIA (2021)
Andriy Shapoval, Eva K. Lee
Generalizing 0-1 conflict hypergraphs and mixed conflict graphs: mixed conflict hypergraphs in discrete optimization. J. Glob. Optim. 80 (4) (2021)
Eva K. Lee, Kyungduck Cha
Dynamic Restricted Column Generation in MIQP for Cancer Radiation Therapy. BIBM (2021)
Eva K. Lee, Jinha Lee
Competition Strategy for Healthcare Insurance Plans. BIBM (2020)
Eva K. Lee, Karan Uppal
CERC: an interactive content extraction, recognition, and construction tool for clinical and biomedical text. BMC Medical Informatics Decis. Mak. (14) (2020)
Eva K. Lee, Karan Uppal
OptSelect: An algorithm for ensemble feature selection and stability assessment. BIBM (2020)
Eva K. Lee
Abstract: Modeling and Evaluating Intervention Options and Strategies for COVID-19 Containment: A Biological-Behavioral-Logistics Computation Decision Framework. BIBM (2020)
Eva K. Lee, Yuanbo Wang, Yuntian He, Brent M. Egan
An Efficient, Robust, and Customizable Information Extraction and Pre-processing Pipeline for Electronic Health Records. KDIR (2019)
Eva K. Lee, Karan Uppal, Siawpeng Er
SEACOIN2.0: an interactive mining and visualization tool for information retrieval, summarization and knowledge discovery. BIBM (2019)
Eva K. Lee, Xin Wei, Fran Baker-Witt, Michael D. Wright, Alexander Quarshie
Outcome-Driven Personalized Treatment Design for Managing Diabetes. Interfaces 48 (5) (2018)
Eva K. Lee, Haozheng Tian, Xin Wei, Jinha Lee, K. Doug Smith, John Neeld, Alan R. Kaplan
Factors Influencing Epidural Anesthesia for Cesarean Section Outcome. BIBM (2018)
Eva K. Lee, Haozheng Tian, Jinha Lee, Xin Wei, John Neeld, K. Doug Smith, Alan R. Kaplan
Investigating a Needle-based Epidural Procedure in Obstetric Anesthesia. AMIA (2018)
Eva K. Lee, Ferdinand H. Pietz, Chien-Hung Chen, Yifan Liu
An Interactive Web-based Decision Support System for Mass Dispensing, Emergency Preparedness, and Biosurveillance. DH (2017)
Eva K. Lee, Yuanbo Yu, Robert A. Davis, Brent M. Egan
A Low-cost Adaptable and Personalized Remote Patient Monitoring System. DH (2017)
Eva K. Lee, Yifan Liu, Ferdinand H. Pietz
A Computational Framework for a Digital Surveillance and Response Tool: Application to Avian Influenza. AMIA (2017)
Eva K. Lee, Andriy Shapoval, Zixing Wang
Inpatient bed management to improve care delivery. BIBM (2017)
Eva K. Lee, Yuanbo Wang, Robert A. Davis, Brent M. Egan
Designing a low-cost adaptable and personalized remote patient monitoring system. BIBM (2017)
Andriy Shapoval, Eva K. Lee
Optimizing inpatient bed capacity to improve care delivery. BIBM (2017)
Eva K. Lee, Zixing Wang
A Computational Framework for Influence Networks: Application to Clergy Influence in HIV/AIDS Outreach. ASONAM (2017)
Eva K. Lee
Innovation in big data analytics: Applications of mathematical programming in medicine and healthcare. IEEE BigData (2017)
Eva K. Lee, Yuanbo Wang, Matthew S. Hagen, Xin Wei, Robert A. Davis, Brent M. Egan
Machine Learning: Multi-site Evidence-Based Best Practice Discovery. MOD (2016)
Eva K. Lee, Zhuonan Li, Ling Ling, Ankit Agarwal, Michael D. Wright, Alexander Quarshie
Reducing surgical-site infections for coronary artery bypass graft patients. BIBM (2016)
Eva K. Lee, Helder I. Nakaya, Fan Yuan, Troy D. Querec, Greg Burel, Ferdinand H. Pietz, Bernard A. Benecke, Bali Pulendran
Machine Learning for Predicting Vaccine Immunogenicity. Interfaces 46 (5) (2016)
Eva K. Lee, Yifan Liu, Ferdinand H. Pietz
A Compartmental Model for Zika Virus with Dynamic Human and Vector Populations. AMIA (2016)
Eva K. Lee, Hany Y. Atallah, Michael D. Wright, Eleanor T. Post, Calvin Thomas IV, Daniel Thomas Wu, Leon L. Haley Jr.
Transforming Hospital Emergency Department Workflow and Patient Care. Interfaces 45 (1) (2015)
Eva K. Lee, Michael Callahan, Xin Wei, Prashant D. Tailor, Alexander Quarshie, Michael D. Wright
A systems approach to reducing central line associated blood stream infections. BIBM (2015)
Eva K. Lee, Fan Yuan, Ferdinand H. Pietz, Bernard A. Benecke, Greg Burel
Vaccine Prioritization for Effective Pandemic Response. Interfaces 45 (5) (2015)
J. Paul Brooks, Eva K. Lee
Solving a Multigroup Mixed-Integer Programming-Based Constrained Discrimination Model. INFORMS J. Comput. 26 (3) (2014)
Eva K. Lee, Deniz Cinalioglu, Hyojung Kang, Niquelle Brown, Lisa Davis, Gary Frank
Systems modeling for reducing medication errors. BIBM (2014)
Eva K. Lee, Tsung-Lin Wu, Tal Senior, James Jose
Medical Alert Management: A Real-Time Adaptive Decision Support Tool to Reduce Alert Fatigue. AMIA (2014)
Eva K. Lee, Fan Yuan, Alistair Templeton, Rui Yao, Krystyna Kiel, James C. H. Chu
Biological Planning for High-Dose-Rate Brachytherapy: Application to Cervical Cancer Treatment. Interfaces 43 (5) (2013)
Eva K. Lee, Ferdinand H. Pietz, Bernard A. Benecke, Jacquelyn Mason, Greg Burel
Advancing Public Health and Medical Preparedness with Operations Research. Interfaces 43 (1) (2013)
Eva K. Lee, Mathew Hagen, Jeffrey K. Jopling, Timothy G. Buchman
Priority Queuing Models for Hospital Intensive Care Units and the Impacts to Severe Case Patients. AMIA (2013)
Eva K. Lee, Fan Yuan, Daniel A. Hirsh, Michael Mallory, Harold Simon
A Clinical Decision Tool for Predicting Patient Care Characteristics: Patients returning within 72 Hours in the Emergency Department. AMIA (2012)
Junhee Park, Eva K. Lee, Qingyang Wang, Jack Li, Qifeng Lin, Calton Pu
Health-connect: An ontology-based model-driven information integration framework and its application to integrating clinical databases. IRI (2012)
Eva K. Lee, Chien-Hung Chen, Niquelle Brown, Joseph Handy, Alex Desiderio, Ruth Lopez, Brian Davis
Designing Guest Flow and Operations Logistics for the Dolphin Tales. Interfaces 42 (5) (2012)
J. Paul Brooks, Eva K. Lee
Analysis of the consistency of a mixed integer programming-based multi-category constrained discriminant model. Ann. Oper. Res. 174 (1) (2010)
Eva K. Lee, Chien-Hung Chen, Ferdinand H. Pietz, Bernard A. Benecke
Modeling and Optimizing the Public-Health Infrastructure for Emergency Response. Interfaces 39 (5) (2009)
Eva K. Lee
Machine Learning Framework for Classification in Medicine and Biology. CPAIOR (2009)
Eva K. Lee, Marco Zaider
Operations Research Advances Cancer Therapeutics. Interfaces 38 (1) (2008)
J. Paul Brooks, Eva K. Lee
Mixed integer programming constrained discrimination model for credit screening. SpringSim (3) (2007)
Eva K. Lee, Todd Easton, Kapil Gupta
Novel evolutionary models and applications to sequence alignment problems. Ann. Oper. Res. 148 (1) (2006)
Eva K. Lee, Siddhartha Maheshwary, Jacquelyn Mason, William Glisson
Large-Scale Dispensing for Emergency Response to Bioterrorism and Infectious-Disease Outbreak. Interfaces 36 (6) (2006)
Eva K. Lee, Ariela Sofer
Preface. Ann. Oper. Res. 148 (1) (2006)
Eva K. Lee, Siddhartha Maheshwary, Jacquelyn Mason, William Glisson
Decision support system for mass dispensing of medications for infectious disease outbreaks and bioterrorist attacks. Ann. Oper. Res. 148 (1) (2006)
Joseph Deasy, Eva K. Lee, T. Bortfeld, Mark P. Langer, K. Zakarian, J. Alaly, Y. Zhang, H. Liu, R. Mohan, R. Ahuja, A. Pollack, J. Purdy, Ronald L. Rardin
A collaboratory for radiation therapy treatment planning optimization research. Ann. Oper. Res. 148 (1) (2006)
Eva K. Lee
Generating Cutting Planes for Mixed Integer Programming Problems in a Parallel Computing Environment. INFORMS J. Comput. 16 (1) (2004)
Eva K. Lee, Richard J. Gallagher, Ann M. Campbell, Mark R. Prausnitz
Prediction of ultrasound-mediated disruption of cell membranes using machine learning techniques and statistical analysis of acoustic spectra. IEEE Trans. Biomed. Eng. 51 (1) (2004)
Todd Easton, Kevin Hooker, Eva K. Lee
Facets of the independent set polytope. Math. Program. 98 (1-3) (2003)
Eva K. Lee, Joseph Deasy, Mark P. Langer, Ronald L. Rardin, Jim A. Deye, Frank J. Mahoney
NCI/NSF Workshop on Operations Research Applied to Radiation Therapy Washington, DC, February 7-9, 2002. Ann. Oper. Res. 119 (1-4) (2003)
Eva K. Lee, Richard J. Gallagher, David A. Patterson
A Linear Programming Approach to Discriminant Analysis with a Reserved-Judgment Region. INFORMS J. Comput. 15 (1) (2003)
Eva K. Lee, Tim Fox, Ian Crocker
Integer Programming Applied to Intensity-Modulated Radiation Therapy Treatment Planning. Ann. Oper. Res. 119 (1-4) (2003)
Eva K. Lee, Marco Zaider
Mixed Integer Programming Approaches to Treatment Planning for Brachytherapy - Application to Permanent Prostate Implants. Ann. Oper. Res. 119 (1-4) (2003)
Eva K. Lee, Ariela Sofer
Preface. Ann. Oper. Res. 119 (1-4) (2003)
Jeff T. Linderoth, Eva K. Lee, Martin W. P. Savelsbergh
A Parallel, Linear Programming-based Heuristic for Large-Scale Set Partitioning Problems. INFORMS J. Comput. 13 (3) (2001)
Robert E. Bixby, William J. Cook, Alan Cox, Eva K. Lee
Computational experience with parallel mixed integerprogramming in a distributed environment. Ann. Oper. Res. 90 (1999)
Robert E. Bixby, Eva K. Lee
Solving a Truck Dispatching Scheduling Problem Using Branch-and-Cut. Oper. Res. 46 (3) (1998)
Richard J. Gallagher, Eva K. Lee, David A. Patterson
Constrained discriminant analysis via 0/1 mixed integer programming. Ann. Oper. Res. 74 (1997)
Eva K. Lee, John E. Mitchell
Computational Experience of an Interior-Point Algorithm in a Parallel Branch-and-Cut Framework. PPSC (1997)
Michael Jünger, Eva K. Lee, Petra Mutzel, Thomas Odenthal
A Polyhedral Approach to the Multi-Layer Crossing Minimization Problem. Graph Drawing (1997)
Richard J. Gallagher, Eva K. Lee
Mixed integer programming optimization models for brachytherapy treatment planning. AMIA (1997)