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Won-Chul Shin

Kyung Hee University · 医学

研究室紹介

Professor Won-Chul Shin's research lab focuses on neurological and sleep disorders, particularly temporal lobe epilepsy and obstructive sleep apnea, with an emphasis on advanced neuroimaging techniques such as SPECT and polysomnography. The lab investigates ictal brain perfusion patterns, sleep architecture, and metabolic changes during sleep, integrating clinical neurology with quantitative imaging and wearable technology. It also explores emerging applications of machine learning in healthcare, including offline reinforcement learning for clinical decision support. The lab bridges clinical neuroscience with translational research, aiming to improve diagnosis and treatment of neurological and sleep-related conditions.

epilepsysleep apneaneuroimagingwearable devicesreinforcement learning

Research Overview

Papers
122
Total Citations
1,515
Papers (5y)
48
Primary Field
医学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
48total
2021
2022
2023
2024
2025
Citations per year (5y)
206total
20212022202320242025

Selected Papers

15
1
Article|101 citations·2002
Ictal hyperperfusion patterns according to the progression of temporal lobe seizures
Won Chul Shin, Seung Bong Hong, Woo‐Suk Tae, S. Eun Kim
SJR Q1Neurology

OBJECTIVE: To investigate ictal hyperperfusion patterns during semiologic progression of seizures, the authors performed SPECT subtraction in 50 patients with temporal lobe epilepsy (TLE). METHODS: The patients were categorized into five groups according to semiologic progression during ictal SPECT (Group 1 had aura only; Group 2 had motionless staring with or without aura; Group 3 had motionless staring and then automatism with or without aura; Group 4 had motionless staring and then dystonic p

Psychiatry and Mental healthMedicine
2
Article|65 citations·2001
Ictal hyperperfusion of cerebellum and basal ganglia in temporal lobe epilepsy: SPECT subtraction with MRI coregistration.
Won Chul Shin, Seung Bong Hong, Woo‐Suk Tae, Dae Won Seo, Sang Eun Kim
PubMed

UNLABELLED: The ictal hyperperfusion (compared with the interictal state) of the cerebellum and basal ganglia has not been investigated systematically in patients with temporal lobe epilepsy (TLE). Their ictal perfusion patterns were analyzed in relation to temporal and frontal hyperperfusion during TLE seizures using SPECT subtraction. METHODS: Thirty-three TLE patients had interictal and ictal SPECT, video-electroencephalographic (EEG) monitoring, and volumetric MRI. SPECT subtraction with MRI

Psychiatry and Mental healthMedicine
3
Article|25 citations·2020
Dynamic changes in nocturnal blood glucose levels are associated with sleep-related features in patients with obstructive sleep apnea
Jung‐Ick Byun, Kwang Su, Ji Eun Jun, Tae‐Joon Kim, Ki‐Young Jung, In‐Kyung Jeong, Won Chul Shin
SJR Q1Scientific ReportsOA

Obstructive sleep apnea (OSA) has a bidirectional relationship with insulin resistance conditions; however, the mechanism remains unclear. This study aimed to compare dynamic nocturnal glucose changes among patients with OSA of varying levels of severity and evaluate temporal changes associated with the cardinal features of OSA (sympathetic hyperactivation, intermittent hypoxemia, and sleep fragmentation) in nondiabetic subjects. Nocturnal glucose was measured with a continuous glucose monitorin

PhysiologyMedicine
4
Article|14 citations·2022
Comparative efficacy of prolonged-release melatonin versus clonazepam for isolated rapid eye movement sleep behavior disorder
Jung‐Ick Byun, Yu Yong Shin, Yoon-Ah Seong, Seonmin Yoon, Kyoung Jin Hwang, Yu Jin Jung, Kwang Su, Ki‐Young Jung, Won Chul Shin
SJR Q1Sleep And Breathing
Cognitive NeuroscienceNeuroscience
5
Review|13 citations·2015
Regulatory Oversight of Gene Therapy and Cell Therapy Products in Korea
Minjoung Choi, Euiri Han, Sunmi ‍Lee, Taegyun Kim, Won Chul Shin
SJR Q3Advances in experimental medicine and biology
PhysiologyMedicine
6
Article|9 citations·2015
Regulation of cell therapy products in Korea
Eunhee Han, Won Chul Shin
ISBT Science SeriesOA

Cell therapy products are regulated by the M inistry of F ood and D rug S afety under the P harmaceutical A ffairs A ct in K orea. Sixteen cell therapy products including three stem cells were approved for marketing authorization, and 155 clinical protocols have been approved. Due to the lack of complete understanding of various cellular product characteristics and limited experience on these products, there are many regulatory challenges to the reliable evaluation of safety and efficacy of thes

PhysiologyMedicine
7
Article|8 citations·2023
Guide to Control: Offline Hierarchical Reinforcement Learning Using Subgoal Generation for Long-Horizon and Sparse-Reward Tasks
Won Chul Shin, Yusung Kim
OA

Reinforcement learning (RL) has achieved considerable success in many fields, but applying it to real-world problems can be costly and risky because it requires a lot of online interaction. Recently, offline RL has shown the possibility of extracting a solution through existing logged data without online interaction. In this work, we propose an offline hierarchical RL method, Guider (Guide to Control), that can efficiently solve long-horizon and sparse-reward tasks from offline data. The high-le

Artificial IntelligenceComputer Science
8
Article|8 citations·2022
Altered intrinsic brain functional network dynamics in moderate-to-severe obstructive sleep apnea
Jung‐Ick Byun, Geon‐Ho Jahng, Chang‐Woo Ryu, Soonchan Park, Kun Hee Lee, Sung Ok Hong, Ki‐Young Jung, Won Chul Shin
SJR Q1Sleep Medicine
Cognitive NeuroscienceNeuroscience
9
Article|7 citations·2023
Performance of the Fitbit Charge 2 and Galaxy Watch 2 compared with polysomnography in assessing patients with obstructive sleep apnoea
Jung‐Ick Byun, Kyung Chul Noh, Won Chul Shin
SJR Q2Chronobiology International

Wearable devices may be used to evaluate sleep in patients with obstructive sleep apnoea (OSA). This study compared the use of two wearable devices (the Fitbit Charge 2 (FC2) and Galaxy Watch 2 (GW2)) with that of polysomnography (PSG) for assessing the sleep time of OSA patients. A total of 127 consecutive patients with OSA underwent overnight PSG while wearing the FC2 and GW2 on their nondominant wrist. We compared the total sleep time (TST) determined by the devices with that obtained by PSG

PhysiologyMedicine
10
Article|5 citations·2019
Comparison of cardiac autonomic activity between positional and nonpositional obstructive sleep apnea using heart rate variability
Jung‐Ick Byun, Yu Yong Shin, Kyoung Jin Hwang, Yujin Jung, Won Chul Shin
SJR Q1Sleep Medicine
PhysiologyMedicine
11
Article|5 citations·2023
Altered functional connectivity of the ascending reticular activating system in obstructive sleep apnea
Jung‐Ick Byun, Geon‐Ho Jahng, Chang‐Woo Ryu, Soonchan Park, Kun Hee Lee, Sung Ok Hong, Ki-Young Jung, Won Chul Shin
SJR Q1Scientific ReportsOA

Repeated arousals during sleep in obstructive sleep apnea (OSA) may lead to altered functional connectivity (FC) of the ascending reticular activating system (ARAS). We evaluated resting-state FC between eight ARAS nuclei and 105 cortical/subcortical regions in OSA patients and healthy controls. Fifty patients with moderate to severe OSA and 20 controls underwent overnight polysomnography and resting-state functional magnetic resonance imaging. Seed-to-voxel analysis of ARAS-cortex FC was compar

Cognitive NeuroscienceNeuroscience
12
Article|4 citations·2014
Forced entrainment by using light therapy, modafinil and melatonin in a sighted patient with non-24-hour sleep-wake disorder
Do Kyung Lee, Won Chul Shin
SJR Q1Sleep Medicine
Cognitive NeuroscienceNeuroscience
13
Article|1 citations·2025
Similar wear rates of 1st and 2nd generation highly cross-linked polyethylene in primary total hip arthroplasty in patients less than 30 years of age: A minimum 5-year follow-up
Jung Shin Kim, Min Uk, Jung Bum Han, Sangmin Lee, Nam Hoon Moon, Kuen Tak Suh, Won Chul Shin
SJR Q1Orthopaedics & Traumatology Surgery & Research
SurgeryMedicine
14
Article|1 citations·2015
Characteristics of Emotion and Personality in Obstructive Sleep Apnea Patients with Insomnia Symptoms: Analysis of Minnesota Multiphasic Personality Inventory
Ji Hoon Lee, Won Chul Shin, Boo Suk Na, Hak Young Rhee, Hye‐Yeon Choi, Jong‐Min Kim, Min Ji Sung, Han A Cho, Hyun Keuk
Journal of Sleep MedicineOA

Objectives: Obstructive sleep apnea-hypopnea syndrome (OSAHS) and insomnia are two of the most common sleep disorders in the general population. Because OSAHS patients with insomnia may have difficulty in adapting to the sleep breathing medical equipment, it is necessary to pay special attention to the diagnosis and treatment of comorbid insomnia. This study is to investigate the emotion and personality in OSAHS patients with insomnia complaints by using Minnesota Multiphasic Personality Invento

PhysiologyMedicine
15
Article|1 citations·2019
Efficacy of prolonged-release melatonin versus clonazepam for REM sleep without atonia in patients with newly diagnosed idiopathic REM sleep behavior disorder
Won Chul Shin, Jung‐Ick Byun
SJR Q1Journal of the Neurological SciencesOA
Cognitive NeuroscienceNeuroscience

Research Areas

PhysiologyCognitive NeuroscienceEpidemiologyPsychiatry and Mental healthNeurologySurgery

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