About

Education

  • Master's/Doctoral program, KAIST, Department of Industrial & Systems Engineering, Mar 2021 - Present
  • Exchange Student, TU Delft, Systems Engineering, Policy Analysis & Management, Feb 2019 - Jul 2019
  • B.S., KAIST, Department of Industrial & Systems Engineering, Feb 2021

Research Interests

  • Discrete choice modeling
  • Data mining
  • Healthcare delivery system
  • Agent-based simulation

Working Paper

  • "Dissecting Patient Concentration in Seoul Metropolitan Area: Analysis on Hospital Choices by Cancer Patients in Korea", Kim J., Lee J., Lee T., working paper
  • "Combinatorial Latent Class Choice Model", Kim J., Lee T., working paper

Manuscripts

  • "Systematic review on healthcare systems engineering utilizing ChatGPT", Kim, J., Lee, J.-S., Kim, H., and Lee, T., arXiv. https://arxiv.org/abs/2405.11817

Conference Proceedings

  • "Segmentized quarantine policy for managing a tradeoff between containment of infectious disease and social cost of quarantine", Kim, J. and Lee, T., IISE Annual Conference & Expo 2022, Seattle, USA, May 23, 2022

Conference Presentations

  • "Ammunition Distribution Planning in Lanchester type Multi-unit Combat", Choi, Y., Kim, J., and Lee, T., 2024 KIIE KIIE Annual Fall Conference, Seoul, Korea, October 25, 2024
  • "An Extended Latent Class Choice Model for Characterizing Context-driven hospital choice ", Kim, J., and Lee, T., INFORMS Annual Meeting 2024, Seattle, USA, October 23, 2024
  • "Unveiling True Patient Demand: A Novel Approach Using Modified Kaplan-Meier Estimator", Yadav, A., Kim, J., and Lee, T., 2024 KIIE Annual Spring Conference, Yeosu, Korea, May 3, 2024
  • "Analysis Framework for deriving patient sharing communities in hospital networks", Im, J., Kim, J., and Lee, T., 2024 KIIE Annual Spring Conference, Yeosu, Korea, May 3, 2024
  • "Dynamic Feasibility Adjustment for Efficient Meta-heuristic Optimization in Regional Medical Facility Restructuring", Lee, D., Gam, D., Kim, J., Im, J., and Choi, Y., 2024 KIIE Annual Spring Conference, Yeosu, Korea, May 3, 2024
  • "Characterizing Multi-class Heterogeneity of Cancer Patients’ Local Hospital Bypassing Choices", Kim, J., Lee, J. S. and Lee, T., 2023 Korean Society for Preventive Medicine Annual Fall Conference, Incheon, Korea, November 23, 2023.
  • "Patient Sharing Network Analysis of South Korean Hospitals using NHIS Claim Data", Im, J., Kim, J., and Lee, T., 2023 KIIE Annual Fall Conference, Ulsan, Korea, November 3, 2023
  • "Exploring Research Trends of Healthcare System Engineering using Chat-GPT", Kim, J., Kim, H., Lee, J. S. and Lee, T., 2023 KIIE Annual Fall Conference, Ulsan, Korea, November 3, 2023
  • "A Novel Choice Analysis Technique for Understanding Patients’ Hospital Selection", Kim, J., Lee, J. S., and Lee, T., INFORMS Healthcare Conference 2023, Toronto, Canada, July 27, 2023
  • "Epidemic Distance: Estimation and Application of the First Arrival Time", Jung, J., Kim, J., and Lee, T., 2023 KIIE Annual Spring Conference, Jeju, Korea, June 2, 2023
  • "Application and Optimization of Pooled Sample Test for COVID-19 diagnosis", Kim, J. and Lee, T., 2021 KIIE Annual Spring Conference, Jeju, Korea, June 4, 2021
  • "Agent based Epidemics Simulation for evaluating quarantine resource allocation", Lee, H.-J., Park, H., Jung, J., Kim, J., and Lee, T., 2021 KIIE Annual Spring Conference, Jeju, Korea, June 4, 2021

Research Projects

  • 국방 지능형 군집체계 연구 및 인력양성, ITRC, July 2024 - Present
  • Analysis of Patients and Providers’ Decision Making to Achieve Social Optimum of Korean Healthcare System, NRF, May 2024 - Present
  • 순천형 공공보건의료 마스터플랜 추진전략 수립 연구용역, 순천시, Jan 2024 - Mar 2024
  • 지역 필수의료 제공체계 진료권 조정, 국립중앙의료원, Jul 2023 - Jan 2024
  • 감염병원 서비스를 위한 시스템 운영 모델 (2021년도), KAIST, Mar 2021 - Dec 2021
  • 감염병원 서비스를 위한 시스템 운영 모델 (2020년도), KAIST, Aug 2020 - Dec 2020

Award/Honors

  • 2023 대한예방의학회 제75차 가을학술대회 학생학술상 금상
  • 2020 ISysE Research Day IE Frontier 연구경진대회 대상
  • The Presidential Science Scholarship, 2016 - 2017

Contact

jungwoo415@kaist.ac.kr