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Author

Junghwan Lee

Observed names: Jung-Hwan Lee, Lee, Junghwan, 이정환
Observed institutions: Georgia Institute of Technology, Seoul National University, Kwangwoon University, Chungbuk National University, Korea University, Columbia University Irving Medical Center, Columbia University
ORCID: 0000-0002-1240-7655
Observed ORCIDs: 0000-0002-1240-7655, 0000-0002-7447-6656, 0000-0002-7112-4946, 0009-0004-9564-4040
OpenAlex ID: A5100446510
Risk Factors Associated With SARS-CoV-2 Breakthrough Infections in Fully mRNA-Vaccinated Individuals: Retrospective Analysis
2022 · Cong Liu, Junghwan Lee, et al. · JMIR Public Health and Surveillance · 69
Scalable roi algorithm for H.264/SVC-based video streaming
2011 · Jung-Hwan Lee, Chuck Yoo · IEEE Transactions on Consumer Electronics · 20
Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation
2022 · Heejin Lee, Junghwan Lee, et al. · Sensors · 18
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Comparative effectiveness of medical concept embedding for feature engineering in phenotyping
2021 · Junghwan Lee, Cong Liu, et al. · JAMIA Open · 16
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Cache replacement strategies for scalable video streaming in CCN
2013 · Junghwan Lee, Kyubo Lim, et al. · Asia-Pacific Conference on Communications (APCC) · 16
Neural network-based CUSUM for online change-point detection
2022 · Gong, Tingnan, Lee, Junghwan, et al. · arXiv (Cornell University) · 15
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Uncovering key clinical trial features influencing recruitment
2023 · Betina Idnay, Yilu Fang, et al. · Journal of Clinical and Translational Science · 14
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Severity Prediction for COVID-19 Patients via Recurrent Neural Networks
2020 · Junghwan Lee, Jae Hyun Kim, et al. · medRxiv · 9
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Training Neural Networks for Sequential Change-Point Detection
2023 · Junghwan Lee, Yao Xie, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 7
Principal Investigators' Perceptions on Factors Associated with Successful Recruitment in Clinical Trials.
2023 · Betina Idnay, Alex Butler, et al. · PubMed Central · 6
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Epistasis‐Based Basis Estimation Method for Simplifying the Problem Space of an Evolutionary Search in Binary Representation
2019 · Junghwan Lee, Yong-Hyuk Kim · Complexity · 6
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Zhu Xi’s Metaphysical Theory of Human Nature
2020 · Junghwan Lee · Dao companions to Chinese philosophy · 5
A machine learning model to predict optimal antibiotic use in hospital medicine patients
2025 · Nathan Radakovich, Priya Prasad, et al. · Antimicrobial Stewardship & Healthcare Epidemiology · 4
Evaluation of Criteria2Query: Towards Augmented Intelligence for Cohort Identification
2022 · Cong Liu, Hao Liu, et al. · Studies in health technology and informatics · 4
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Columbia Open Health Data for COVID-19 Research: Database Analysis
2021 · Junghwan Lee, Jae Hyun Kim, et al. · Journal of Medical Internet Research · 4
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Development of Optimization Algorithm for Unconstrained Problems Using the Sequential Design of Experiments and Artificial Neural Network
2008 · Jung-Hwan Lee, Myung-Won Suh · Transactions of the Korean Society of Mechanical Engineers A · 4
Accurate treatment effect estimation using inverse probability of treatment weighting with deep learning
2025 · Junghwan Lee, Simin Ma, et al. · JAMIA Open · 3
Remote SpO2 Estimation using End-to-End CNN Model
2022 · Junghwan Lee, Cheolsoo Park · IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia) · 3
Optimal equipment assignment for oil spill response using a genetic algorithm
2019 · Hye-Jin Kim, Junghwan Lee, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 3
Importance of finding a good basis in binary representation
2018 · Junghwan Lee, Yong-Hyuk Kim · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 3
AI Usage Typologies Among Korean Adults: SOM Approach
2025 · Moon-Koo Kim, JongHyun Park, et al. · Journal of Computer Information Systems · 2
Towards Better Diagnosis Prediction Using Bidirectional Recurrent Neural Networks
2022 · Junghwan Lee, Cong Liu, et al. · Studies in health technology and informatics · 2
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Predictive model for epistasis-based basis evaluation on pseudo-boolean function using deep neural networks
2019 · Yong-Hoon Kim, Junghwan Lee, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 2
Quaternion-based CNN for heart rate prediction from PPG
2026 · Junghwan Lee, Youngshin Kang, et al. · Neural Networks · 1
High-dimensional Mean-Field Games by Particle-based Flow Matching
2025 · Yu, Jiajia, Lee, Junghwan, et al. · arXiv (Cornell University) · 1
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Works count: 45
Citation count: 243
H-index: 8
I10-index: 7
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