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신원철 교수

Won-Chul Shin

경희대학교 신경과 · 의학

연구실 소개

신원철 교수의 연구실은 뇌전증, 수면 무호흡증, 세포 치료제 개발, 그리고 강화학습 기반의 지능형 제어 시스템 등 다양한 의료 및 공학 분야에서의 응용 연구를 중심으로 활동하고 있습니다. 특히 전임상 및 임상 영상 데이터를 기반으로 한 뇌기능 활성화 패tern 분석, 수면 장애와 대사 이상 간의 상관관계 규명, 그리고 임상 적용 가능한 세포 치료제의 안전성·효능 평가 체계 구축에 초점을 맞추고 있습니다. 최근에는 오프라인 강화학습 기반의 지능형 제어 알고리즘 개발을 통해 복잡한 의료·보건 기기 제어에 응용 가능한 지능형 시스템 구현에도 기여하고 있습니다.

뇌전증수면무호흡증세포치료강화학습의료영상 분석

연구 현황

논문 수
122
총 인용 수
1,515
최근 5년 논문
48
주요 분야
의학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
48총합
2021
2022
2023
2024
2025
5개년 연도별 피인용 수
206총합
20212022202320242025

주요 논문

15
1
논문|인용수 101·2002
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
논문|인용수 65·2001
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
논문|인용수 25·2020
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
논문|인용수 14·2022
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
리뷰|인용수 13·2015
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
논문|인용수 9·2015
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
논문|인용수 8·2023
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
논문|인용수 8·2022
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
논문|인용수 7·2023
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
논문|인용수 5·2019
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
논문|인용수 5·2023
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
논문|인용수 4·2014
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
논문|인용수 1·2025
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
논문|인용수 1·2015
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
논문|인용수 1·2019
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

대표 연구 분야

PhysiologyCognitive NeuroscienceEpidemiologyPsychiatry and Mental healthNeurologySurgery

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