Hyo Kyung Lee

25 papers B 1Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Safety-aware explainable deep reinforcement learning for nephrotoxic medication management in critical care.
Biomed. Signal Process. Control.
Hyunwoo Kim, Jong Hoon Kim, Sung Woo Lee, Su Jin Kim, Kap Su Han, Sijin Lee, Juhyun Song, Hyo Kyung Lee
2025 J jnl
Advancing Continuous Prediction for Acute Kidney Injury via Multi-Task Learning: Towards Better Clinical Applicability.
IEEE J. Biomed. Health Informatics
Hyunwoo Kim, Sung Woo Lee, Su Jin Kim, Kap Su Han, Sijin Lee, Juhyun Song, Hyo Kyung Lee
2025 J jnl
CLEAR-Shock: Contrastive LEARning for Shock.
IEEE J. Biomed. Health Informatics
Jeong Eul Kwon, Sung Woo Lee, Su Jin Kim, Kap Su Han, Sijin Lee, Juhyun Song, Hyo Kyung Lee
2025 J jnl
Frictional Q-Learning.
CoRR
Hyunwoo Kim, Hyo Kyung Lee
2025 J jnl
Mind the Missing: Variable-Aware Representation Learning for Irregular EHR Time Series using Large Language Models.
CoRR
Jeong Eul Kwon, Joo Heung Yoon, Hyo Kyung Lee
2025 J jnl
PULSE-ICU: A Pretrained Unified Long-Sequence Encoder for Multi-task Prediction in Intensive Care Units.
CoRR
Sejeong Jang, Joo Heung Yoon, Hyo Kyung Lee
2024 J jnl
Multimodal Reinforcement Learning for Embedding Networks and Medication Recommendation in Parkinson's Disease.
IEEE Access
Hongbum Kim, Chanyoung Park, Jong Hoon Kim, Sejeong Jang, Hyo Kyung Lee
2024 J jnl
Multivariate Time-Series Cluster Analysis for Multiple Functional Domains to Identify Recovery Patterns of Patients With Fragility Hip Fracture After Surgery.
IEEE Access
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
2024 J jnl
Sequential Anomaly Detection for Continuous Prediction of Unexpected ICU Admission From Emergency Department.
IEEE Access
Sooho Choi, Gyumin Kim, Jeong Eul Kwon, Hyo Kyung Lee
2024 J jnl
WoLF: Wide-scope Large Language Model Framework for CXR Understanding.
CoRR
Seil Kang, Donghyun Kim, Junhyeok Kim, Hyo Kyung Lee, Seong Jae Hwang
2022 J jnl
A Decision Support System on Postoperative Care Management of Total Joint Replacement Patients Using Clinical Outcome Measurement.
IEEE Robotics Autom. Lett.
Hanie Eskandari, Hyo Kyung Lee
2022 J jnl
Optimal Intervention Policies for Total Joint Replacement Postoperative Care Process.
Manuf. Serv. Oper. Manag.
Hyo Kyung Lee, Jingshan Li, Philip A. Bain, Christine Baker
2021 J jnl
A prediction and interpretation framework of acute kidney injury in critical care.
J. Biomed. Informatics
Kaidi Gong, Hyo Kyung Lee, Kaiye Yu, Xiaolei Xie, Jingshan Li
2020 J jnl
Modeling and Analysis of Patient Transitions in Community Hospitals: A Systems Approach.
IEEE Trans. Syst. Man Cybern. Syst.
Hyo Kyung Lee, Jingshan Li, Albert J. Musa, Philip A. Bain, Kenneth Nelson
2020 J jnl
Workforce Allocation in Motorcycle Transmission Assembly Lines: A Case Study on Modeling, Analysis, and Improvement.
IEEE Robotics Autom. Lett.
Hang Ma, Hyo Kyung Lee, Zhongshun Shi, Jingshan Li
2019 J jnl
A Queueing Network Model for Analysis of Patient Transitions Within Hospitals.
IEEE Trans Autom. Sci. Eng.
Hyo Kyung Lee, Albert J. Musa, Philip A. Bain, Kenneth Nelson, Christine Baker, Jingshan Li
2019 J jnl
An Analytical Framework for TJR Readmission Prediction and Cost-Effective Intervention.
IEEE J. Biomed. Health Informatics
Hyo Kyung Lee, Rebecca Jin, Yuan Feng, Philip A. Bain, Jo Goffinet, Christine Baker, Jingshan Li
2018 J jnl
A System-Theoretic Method for Modeling, Analysis, and Improvement of Lung Cancer Diagnosis-to-Surgery Process.
IEEE Trans Autom. Sci. Eng.
Hyo Kyung Lee, Feng Ju, Raymond U. Osarogiagbon, Nicholas R. Faris, Xinhua Yu, Fedoria Rugless, Shan Jiang, Jingshan Li
2018 J jnl
Bottleneck Analysis to Improve Multidisciplinary Rounding Process in Intensive Care Units at Mayo Clinic.
IEEE Robotics Autom. Lett.
Hyo Kyung Lee, Yue Dong, Brian W. Pickering, Ognjen Gajic, Jingshan Li
2018 J jnl
Reducing Bottlenecks to Improve the Efficiency of the Lung Cancer Care Delivery Process: A Process Engineering Modeling Approach to Patient-Centered Care.
J. Medical Syst.
Feng Ju, Hyo Kyung Lee, Xinhua Yu, Nicholas R. Faris, Fedoria Rugless, Shan Jiang, Jingshan Li, Raymond U. Osarogiagbon
2017 J jnl
From production systems to health care delivery systems: a retrospective look on similarities, difficulties and opportunities.
Int. J. Prod. Res.
Xiang Zhong, Hyo Kyung Lee, Jingshan Li
2017 — conf
Incentive-based optimal intervention policy to reduce hospital readmissions for COPD patients.
CASE
Sujee Lee, Xiang Zhong, Hyo Kyung Lee, Cong Zhao, Philip A. Bain, Tammy Kundinger, Craig Sommers, Christine Baker, Jingshan Li
2017 — conf
Modeling and analysis of postoperative intervention process for total joint replacement patients using simulations.
CASE
Hyo Kyung Lee, Rebecca Jin, Yuan Feng, Philip A. Bain, Jo Goffinet, Christine Baker, Jingshan Li
2016 — conf
A Markov chain model to evaluate patient transitions in small community hospitals.
CASE
Hyo Kyung Lee, Jingshan Li, Albert J. Musa, Philip A. Bain
2016 B conf
An iterative method for analysis of joint visit model at Dean East Clinic.
SMC
Hyo Kyung Lee, Xiang Zhong, Jingshan Li, Albert J. Musa, Philip A. Bain