Hyo Kyung Lee

According to our database, Hyo Kyung Lee authored at least 24 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Safety-aware explainable deep reinforcement learning for nephrotoxic medication management in critical care.

Hyunwoo Kim, Jong Hoon Kim, Sung Woo Lee, Su Jin Kim, Kap Su Han, Sijin Lee, Juhyun Song, Hyo Kyung Lee

Biomed. Signal Process. Control., 2026

2025

Mind the Missing: Variable-Aware Representation Learning for Irregular EHR Time Series using Large Language Models.

Jeong Eul Kwon, Joo Heung Yoon, Hyo Kyung Lee

CoRR, September, 2025

Frictional Q-Learning.

Hyunwoo Kim, Hyo Kyung Lee

CoRR, September, 2025

Advancing Continuous Prediction for Acute Kidney Injury via Multi-Task Learning: Towards Better Clinical Applicability.

Hyunwoo Kim, Sung Woo Lee, Su Jin Kim, Kap Su Han, Sijin Lee, Juhyun Song, Hyo Kyung Lee

IEEE J. Biomed. Health Informatics, August, 2025

CLEAR-Shock: Contrastive LEARning for Shock.

Jeong Eul Kwon, Sung Woo Lee, Su Jin Kim, Kap Su Han, Sijin Lee, Juhyun Song, Hyo Kyung Lee

IEEE J. Biomed. Health Informatics, May, 2025

2024

WoLF: Wide-scope Large Language Model Framework for CXR Understanding.

Seil Kang, Donghyun Kim, Junhyeok Kim, Hyo Kyung Lee, Seong Jae Hwang

CoRR, 2024

Multivariate Time-Series Cluster Analysis for Multiple Functional Domains to Identify Recovery Patterns of Patients With Fragility Hip Fracture After Surgery.

Chanyoung Park, Hongbum Kim, Jungwon Suh, Jinhee Ko, Jun Hwan Choi, Sang Yoon Lee, Jaewon Beom, Jae-Young Lim, Bo Ryun Kim, Hyo Kyung Lee

IEEE Access, 2024

Multimodal Reinforcement Learning for Embedding Networks and Medication Recommendation in Parkinson's Disease.

Hongbum Kim, Chanyoung Park, Jong Hoon Kim, Sejeong Jang, Hyo Kyung Lee

IEEE Access, 2024

Sequential Anomaly Detection for Continuous Prediction of Unexpected ICU Admission From Emergency Department.

Sooho Choi, Gyumin Kim, Jeong Eul Kwon, Hyo Kyung Lee

IEEE Access, 2024

2022

A Decision Support System on Postoperative Care Management of Total Joint Replacement Patients Using Clinical Outcome Measurement.

Hanie Eskandari, Hyo Kyung Lee

IEEE Robotics Autom. Lett., 2022

Optimal Intervention Policies for Total Joint Replacement Postoperative Care Process.

Hyo Kyung Lee, Jingshan Li, Philip A. Bain, Christine Baker

Manuf. Serv. Oper. Manag., 2022

2021

A prediction and interpretation framework of acute kidney injury in critical care.

Kaidi Gong, Hyo Kyung Lee, Kaiye Yu, Xiaolei Xie, Jingshan Li

J. Biomed. Informatics, 2021

2020

Modeling and Analysis of Patient Transitions in Community Hospitals: A Systems Approach.

Hyo Kyung Lee, Jingshan Li, Albert J. Musa, Philip A. Bain, Kenneth Nelson

IEEE Trans. Syst. Man Cybern. Syst., 2020

Workforce Allocation in Motorcycle Transmission Assembly Lines: A Case Study on Modeling, Analysis, and Improvement.

Hang Ma, Hyo Kyung Lee, Zhongshun Shi, Jingshan Li

IEEE Robotics Autom. Lett., 2020

2019

An Analytical Framework for TJR Readmission Prediction and Cost-Effective Intervention.

Hyo Kyung Lee, Rebecca Jin, Yuan Feng, Philip A. Bain, Jo Goffinet, Christine Baker, Jingshan Li

IEEE J. Biomed. Health Informatics, 2019

A Queueing Network Model for Analysis of Patient Transitions Within Hospitals.

Hyo Kyung Lee, Albert J. Musa, Philip A. Bain, Kenneth Nelson, Christine Baker, Jingshan Li

IEEE Trans Autom. Sci. Eng., 2019

2018

A System-Theoretic Method for Modeling, Analysis, and Improvement of Lung Cancer Diagnosis-to-Surgery Process.

Hyo Kyung Lee, Feng Ju, Raymond U. Osarogiagbon, Nicholas R. Faris, Xinhua Yu, Fedoria Rugless, Shan Jiang, Jingshan Li

IEEE Trans Autom. Sci. Eng., 2018

Bottleneck Analysis to Improve Multidisciplinary Rounding Process in Intensive Care Units at Mayo Clinic.

Hyo Kyung Lee, Yue Dong, Brian W. Pickering, Ognjen Gajic, Jingshan Li

IEEE Robotics Autom. Lett., 2018

Reducing Bottlenecks to Improve the Efficiency of the Lung Cancer Care Delivery Process: A Process Engineering Modeling Approach to Patient-Centered Care.

Feng Ju, Hyo Kyung Lee, Xinhua Yu, Nicholas R. Faris, Fedoria Rugless, Shan Jiang, Jingshan Li, Raymond U. Osarogiagbon

J. Medical Syst., 2018

2017

From production systems to health care delivery systems: a retrospective look on similarities, difficulties and opportunities.

Xiang Zhong, Hyo Kyung Lee, Jingshan Li

Int. J. Prod. Res., 2017

Incentive-based optimal intervention policy to reduce hospital readmissions for COPD patients.

Sujee Lee, Xiang Zhong, Hyo Kyung Lee, Cong Zhao, Philip A. Bain, Tammy Kundinger, Craig Sommers, Christine Baker, Jingshan Li

Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

Modeling and analysis of postoperative intervention process for total joint replacement patients using simulations.

Hyo Kyung Lee, Rebecca Jin, Yuan Feng, Philip A. Bain, Jo Goffinet, Christine Baker, Jingshan Li

Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016

An iterative method for analysis of joint visit model at Dean East Clinic.

Hyo Kyung Lee, Xiang Zhong, Jingshan Li, Albert J. Musa, Philip A. Bain

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A Markov chain model to evaluate patient transitions in small community hospitals.

Hyo Kyung Lee, Jingshan Li, Albert J. Musa, Philip A. Bain

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016