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Woohyung Lee

Seoul National University · Medicine

About the Lab

Professor Woohyung Lee's research lab specializes in translational biomedical research, focusing on neurorehabilitation, metabolic regulation, and early neurodevelopmental assessment in high-risk populations. The lab integrates neuroimaging, machine learning, and molecular biology to investigate mechanisms underlying stroke recovery, particularly post-stroke dysphagia, and to develop predictive models for clinical outcomes. Another key direction involves understanding the role of transcription factors like PPARs and HIF-1alpha in metabolic and cancer pathways, with a focus on therapeutic modulation through small molecules. The lab also applies deep learning to analyze spontaneous motor behaviors in preterm infants, aiming to predict neurodevelopmental outcomes.

neurorehabilitationmachine learningneurodevelopmentmetabolic regulationstroke recovery

Research Overview

Papers
96
Total Citations
1,289
Papers (5y)
26
Primary Field
Medicine

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
26total
2022
2023
2024
2025
2026
Citations per year (5y)
117total
20222023202420252026

Selected Papers

15
1
Article|115 citations·2010
AMPK-Dependent Metabolic Regulation by PPAR Agonists
Woo Hyung Lee, Sang Geon Kim
SJR Q2PPAR ResearchOA

Comprehensive studies support the notion that the peroxisome proliferator-activated receptors, (PPARs), PPARalpha, PPARbeta/delta, and PPARgamma, regulate cell growth, morphogenesis, differentiation, and homeostasis. Agonists of each PPAR subtype exert their effects similarly or distinctly in different tissues such as liver, muscle, fat, and vessels. It is noteworthy that PPARalpha or PPARgamma agonists have pharmacological effects by modulating the activity of AMPK, which is a key cellular ener

Molecular BiologyBiochemistry, Genetics and Molecular Biology
2
Article|70 citations·2019
Development of a Novel Prognostic Model to Predict 6-Month Swallowing Recovery After Ischemic Stroke
Woo Hyung Lee, Min Hyuk Lim, Han Gil Seo, Min Yong Seong, Byung‐Mo Oh, Sungwan Kim
SJR Q1StrokeOA

Background and Purpose— The aim of this study was to explore clinical and radiological prognostic factors for long-term swallowing recovery in patients with poststroke dysphagia and to develop and validate a prognostic model using a machine learning algorithm. Methods— Consecutive patients (N=137) with acute ischemic stroke referred for swallowing examinations were retrospectively reviewed. Dysphagia was monitored in the 6 months poststroke period and then analyzed using the Kaplan-Meier method

Speech and HearingHealth Professions
3
Article|46 citations·2019
Target-oriented motor imagery for grasping action: different characteristics of brain activation between kinesthetic and visual imagery
Woo Hyung Lee, Eunkyung Kim, Han Gil Seo, Byung‐Mo Oh, Hyung Seok Nam, Yoon Jae Kim, Hyun Haeng Lee, Min‐Gu Kang, Sungwan Kim, Moon Suk Bang
SJR Q1Scientific ReportsOA

Motor imagery (MI) for target-oriented movements, which is a basis for functional activities of daily living, can be more appropriate than non-target-oriented MI as tasks to promote motor recovery or brain-computer interface (BCI) applications. This study aimed to explore different characteristics of brain activation among target-oriented kinesthetic imagery (KI) and visual imagery (VI) in the first-person (VI-1) and third-person (VI-3) perspectives. Eighteen healthy volunteers were evaluated fo

Cognitive NeuroscienceNeuroscience
4
Article|35 citations·2009
Oltipraz and dithiolethione congeners inhibit hypoxia-inducible factor-1α activity through p70 ribosomal S6 kinase-1 inhibition and H2O2-scavenging effect
Woo Hyung Lee, Young‐Woo Kim, Jae Hoon Choi, Samuel Brooks, Mi‐Ock Lee, Sang Geon Kim
SJR Q1Molecular Cancer Therapeutics

Hypoxia-inducible factor-1alpha (HIF-1alpha) induces tumor proliferation, angiogenesis and metastasis. Reactive oxygen species, hypoxia, and growth factor stimulation induce HIF-1alpha, and the augmented HIF-1alpha activity confers upon cancer cells the ability to adapt to microenvironments. Oltipraz is a cancer chemopreventive agent and has an inhibitory effect on angiogenesis and tumor growth. Nonetheless, the molecular mechanism of tumor inhibition is as yet unclear. This study investigated w

Cancer ResearchBiochemistry, Genetics and Molecular Biology
5
Article|34 citations·2022
Deep learning-based quantitative analyses of spontaneous movements and their association with early neurological development in preterm infants
Hyun Iee Shin, Hyung‐Ik Shin, Moon Suk Bang, Don‐Kyu Kim, Seung Han Shin, Ee‐Kyung Kim, Yoo‐Jin Kim, Eun Sun Lee, Seul Gi Park, Hye Min Ji, Woo Hyung Lee
SJR Q1Scientific ReportsOA

This study aimed to develop quantitative assessments of spontaneous movements in high-risk preterm infants based on a deep learning algorithm. Video images of spontaneous movements were recorded in very preterm infants at the term-equivalent age. The Hammersmith Infant Neurological Examination (HINE) was performed in infants at 4 months of corrected age. Joint positional data were extracted using a pretrained pose-estimation model. Complexity and similarity indices of joint angle and angular vel

Pediatrics, Perinatology and Child HealthMedicine
6
Article|24 citations·2021
Hyoid kinematic features for poor swallowing prognosis in patients with post-stroke dysphagia
Woo Hyung Lee, Min Hyuk Lim, Han Gil Seo, Byung‐Mo Oh, Sungwan Kim
SJR Q1Scientific ReportsOA

Identification of prognostic factors for swallowing recovery in patients with post-stroke dysphagia is crucial for determining therapeutic strategies. We aimed at exploring hyoid kinematic features of poor swallowing prognosis in patients with post-stroke dysphagia. Of 122 patients who experienced dysphagia following ischemic stroke, 18 with poor prognosis, and 18 age- and sex-matched patients with good prognosis were selected and retrospectively reviewed. Positional data of the hyoid bone durin

Speech and HearingHealth Professions
7
Article|24 citations·2015
Laparoscopic resection of hilar cholangiocarcinoma
이우형, 한호성, Yoo-Seok Yoon, 조재영, 최영록, Hong Kyung Shin, Jae Yool Jang, Hanlim Choi

Laparoscopic resection of hilar cholangiocarcinoma is technically challenging because it involves complicated laparoscopic procedures that include laparoscopic hepatoduodenal lymphadenectomy, hemihepatectomy with caudate lobectomy, and hepaticojejunostomy. There are currently very few reports describing this type of surgery. Between August 2014 and December 2014, 5 patients underwent total laparoscopic or laparoscopic-assisted surgery for hilar cholangiocarcinoma. Two patients with type I or II

8
Article|21 citations·2015
One-year outcome of postoperative swallowing impairment in pediatric patients with posterior fossa brain tumor
Woo Hyung Lee, Byung‐Mo Oh, Han Gil Seo, Seung-Ki Kim, Ji Hoon Phi, Sangjoon Chong, Tai Ryoon Han
SJR Q1Journal of Neuro-Oncology
Speech and HearingHealth Professions
9
Article|18 citations·2018
Effect of Dexmedetomidine Combined Anesthesia on Motor evoked Potentials During Brain Tumor Surgery
Woo Hyung Lee, Chul‐Kee Park, Hee‐Pyoung Park, Sung‐Min Kim, Byung‐Mo Oh, Keewon Kim, Young Doo Choi, Han Gil Seo
SJR Q2World Neurosurgery
SurgeryMedicine
10
Article|16 citations·2004
Analysis and reduction of on-chip inductance effects in power supply grids
Woo Hyung Lee, Sanjay Pant, David Blaauw

Power supply integrity has become a critical concern in modern chip design. To date, analysis of so-called LdI/dt drop in supply networks has mostly focused on inductance of the package, which is the predominant factor in inductive voltage drop. However, with increased clock frequencies and power supply demands, on-chip inductance has become a significant factor in the total LdI/dt drop. In this paper, we analyze the impact of on-chip inductance on power supply integrity and propose methods that

Electrical and Electronic EngineeringEngineering
11
Article|16 citations·2008
Motion Detection by Quantum-Dots-Based Velocity-Tuned Filter
Woo Hyung Lee, Pinaki Mazumder
SJR Q2IEEE Transactions on Nanotechnology

Motion estimation is a major computational task in real-time vision circuits and artificial retinas that require energy- efficient, high-speed, and microminiaturized circuitry. Traditionally, the motion estimation is made by means of velocity-tuned filters (VTFs), a class of spatiotemporal signal processing circuitry. However, conventional VTFs have limitations in area, power, and speed for real-time motion computation because they employ bulky and slow analog circuitry. In this paper, we propos

Artificial IntelligenceComputer Science
12
Article|14 citations·2014
Specific Oligopeptides in Fermented Soybean Extract Inhibit NF-κB-Dependent iNOS and Cytokine Induction by Toll-Like Receptor Ligands
이우형, 우홍민, 이창규, 성대일, 송혜정, Toshiro Matsui, 김한복, 김상건

The ethanol extract of fermented soybean from Glycine max (chungkookjang, CHU) has been claimed to have chemopreventive and cytoprotective effects. In the present study, we examined the inhibitory effect of CHU on inducible nitric oxide synthase (iNOS) and cytokine induction by toll-like receptor (TLR) ligands treatment and attempted to identify the responsible active components. Nitric oxide (NO) content and iNOS levels in the media or RAW264.7 cells were measured using the Griess reagent and r

13
Article|13 citations·2019
Differential kinematic features of the hyoid bone during swallowing in patients with Parkinson’s disease
Woo Hyung Lee, Min Hyuk Lim, Hyung Seok Nam, Yoon Jae Kim, Han Gil Seo, Moon Suk Bang, Min Yong Seong, Byung‐Mo Oh, Sungwan Kim
SJR Q2Journal of Electromyography and Kinesiology
Speech and HearingHealth Professions
14
Article|13 citations·2017
STAMPS: development and verification of swallowing kinematic analysis software
Woo Hyung Lee, Changmook Chun, Han Gil Seo, Seung Hak Lee, Byung-Mo Oh
SJR Q2BioMedical Engineering OnLineOA

BACKGROUND: Swallowing impairment is a common complication in various geriatric and neurodegenerative diseases. Swallowing kinematic analysis is essential to quantitatively evaluate the swallowing motion of the oropharyngeal structures. This study aims to develop a novel swallowing kinematic analysis software, called spatio-temporal analyzer for motion and physiologic study (STAMPS), and verify its validity and reliability. METHODS: STAMPS was developed in MATLAB, which is one of the most popula

Speech and HearingHealth Professions
15
Article|10 citations·2013
Structural requirements within protoporphyrin IX in the inhibition of heat shock protein 90
Woo Hyung Lee, Jung Min Lee, Chaemin Lim, Sanghee Kim, Sang Geon Kim, Sang Geon Kim, Sang Geon Kim
SJR Q1Chemico-Biological Interactions
Molecular BiologyBiochemistry, Genetics and Molecular Biology

Research Areas

Speech and HearingMolecular BiologyNeurologyPediatrics, Perinatology and Child HealthCardiology and Cardiovascular MedicineRehabilitation

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