Sujee Lee

14 papers Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Reinforcement Learning Framework for Personalized Anticoagulation Dosing in Critical Care: Integrating Batch-Constrained Policy Optimization and Off-Policy Evaluation.
IEEE Access
Yooseok Lim, In-Beom Park, Sujee Lee
2024 J jnl
A Causal Network-Based Markov Decision Process Model for Intervention Planning.
IEEE Trans Autom. Sci. Eng.
Sujee Lee, Philip A. Bain, Albert J. Musa, Christine Baker, Jingshan Li
2024 — conf
Deep Learning for Predicting Phlebitis in Patients with Intravenous Catheters.
Nursing Informatics
Sujee Lee, InSook Cho, Eun Man Kim
2024 J jnl
Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm.
CoRR
Yooseok Lim, Inbeom Park, Sujee Lee
2024 J jnl
Intelligent Repetition Counting for Unseen Exercises: A Few-Shot Learning Approach with Sensor Signals.
CoRR
Yooseok Lim, Sujee Lee
2024 J jnl
Multimodal sensor fusion models for real-time exercise repetition counting with IMU sensors and respiration data.
Inf. Fusion
Sujee Lee, Yooseok Lim, Kyuhee Lim
2024 J jnl
OMG-RL:Offline Model-based Guided Reward Learning for Heparin Treatment.
CoRR
Yooseok Lim, Sujee Lee
2021 J jnl
Classification of Opioid Usage Through Semi-Supervised Learning for Total Joint Replacement Patients.
IEEE J. Biomed. Health Informatics
Sujee Lee, Shujing Wei, Veronica M. White, Philip A. Bain, Christine Baker, Jingshan Li
2021 J jnl
Machine Learning in Manufacturing Ergonomics: Recent Advances, Challenges, and Opportunities.
IEEE Robotics Autom. Lett.
Sujee Lee, Li Liu, Robert G. Radwin, Jingshan Li
2019 J jnl
Modeling and Analysis of Postdischarge Intervention Process to Reduce COPD Readmissions.
IEEE Trans Autom. Sci. Eng.
Sujee Lee, Sijie Wang, Philip A. Bain, Tammy Kundinger, Craig Sommers, Christine Baker, Jingshan Li
2018 — conf
Configurable Pulmonary-Tuned Privacy Preservation Algorithm for Mobile Devices.
BIBM
Sujee Lee, Ebrahim Nemati, Jilong Kuang
2018 J jnl
Learning representative exemplars using one-class Gaussian process regression.
Pattern Recognit.
Youngdoo Son, Sujee Lee, Saerom Park, Jaewook Lee
2018 J jnl
Reducing COPD Readmissions: A Causal Bayesian Network Model.
IEEE Robotics Autom. Lett.
Sujee Lee, Sijie Wang, Philip A. Bain, Christine Baker, Tammy Kundinger, Craig Sommers, 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