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김헌민 교수

Hunmin Kim

서울대학교 소아과 · 의학

연구실 소개

김헌민 교수의 연구실은 주로 소아 신경질환 및 유전성 대사질환의 기전 규명과 치료 전략 개발에 초점을 맞추고 있습니다. 특히 낙상성 경련, 근병증, 발작성 저칼륨성통증 등 소아기 질환의 임상적 특성과 유전적 기반을 깊이 있게 분석하며, 전임상 및 임상 데이터 기반의 정밀의료 접근을 추구합니다. 또한, 뇌전증 환자의 뇌파 분석과 약물 치료 경로를 전자기록 기반으로 분석하는 딥러닝 기반의 데이터 기반 연구도 활발히 진행하고 있습니다.

소아 뇌전증유전성 근병증전자건강기록딥러닝치료 경로 분석

연구 현황

논문 수
131
총 인용 수
1,379
최근 5년 논문
51
주요 분야
의학

연구 성과 추이

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

5개년 연도별 논문 게재 수
51총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
161총합
20222023202420252026

주요 논문

15
1
논문|인용수 37·2013
Clinical and EEG risk factors for subsequent epilepsy in patients with complex febrile seizures
Hunmin Kim, Sung Hwan Byun, Jon Soo Kim, Byung Chan Lim, Jong‐Hee Chae, Jieun Choi, Ki Joong Kim, Yong Seung Hwang, Hee Hwang
SJR Q2Epilepsy Research
Psychiatry and Mental healthMedicine
2
논문|인용수 37·2019
Developing a mobile epilepsy management application integrated with an electronic health record for effective seizure management
Sooyoung Yoo, Kahyun Lim, Hyunyoung Baek, Sae-Kyun Jang, Ga-young Hwang, Hunmin Kim, Hee Hwang
SJR Q1International Journal of Medical Informatics
Psychiatry and Mental healthMedicine
3
논문|인용수 37·2021
Impact of mobile health application on data collection and self-management of epilepsy
Sun Ah Choi, Kahyun Lim, Hyunyoung Baek, Sooyoung Yoo, Anna Cho, Hunmin Kim, Hee Hwang, Ki Joong Kim
SJR Q2Epilepsy & Behavior
Psychiatry and Mental healthMedicine
4
논문|인용수 24·2012
Comparison of flunarizine and topiramate for the prophylaxis of pediatric migraines
Hunmin Kim, Sung Hwan Byun, Jon Soo Kim, Byung Chan Lim, Jong‐Hee Chae, Jieun Choi, Ki Joong Kim, Yong Seung Hwang, Hee Hwang
SJR Q1European Journal of Paediatric Neurology
Psychiatry and Mental healthMedicine
5
book chapter|인용수 23·2013
Glass Fence Thicker than Glass Ceiling: The Puzzling Gaps of Women’s Leadership in Korea
Hunmin Kim
Palgrave Macmillan UK eBooks

Despite the rapid economic growth and the high level of educational achievement in Korea, the role of women in leadership positions is severely limited. A number of affirmative policies implemented to encourage women’s labour market participation, prohibit discrimination in personnel management, improve gender representation and so on seem to have some effect, but this is slow. Nevertheless, Korean women’s status is lower than those of many developing countries as seen by various official indice

Gender StudiesSocial Sciences
6
논문|인용수 22·2010
A 13‐year‐old girl with proximal weakness and hypertrophic cardiomyopathy with danon disease
Hunmin Kim, Anna Cho, Byung Chan Lim, Min Jung Kim, Ki Joong Kim, Ichizo Nishino, Yong Seung Hwang, Jong‐Hee Chae
SJR Q1Muscle & Nerve

Danon disease is caused by deficiency of lysosome-associated membrane protein-2 (LAMP-2). It is characterized clinically by cardiomyopathy, myopathy, and mental retardation in boys. Herein we report a 13-year-old female patient with Danon disease who presented with early-onset skeletal myopathy and cardiomyopathy. She had a de novo novel mutation in the LAMP2 gene, and her muscles showed many autophagic vacuoles with sarcolemmal features and complete absence of LAMP-2 expression. To the best of

Cardiology and Cardiovascular MedicineMedicine
7
논문|인용수 18·2014
Effectiveness of Intravenous Levetiracetam as an Adjunctive Treatment in Pediatric Refractory Status Epilepticus
Jon Soo Kim, Jeong Ho Lee, Hye Won Ryu, Byung Chan Lim, Hee Hwang, Jong‐Hee Chae, Jieun Choi, Ki Joong Kim, Yong Seung Hwang, Hunmin Kim
SJR Q2Pediatric Emergency Care

The current study demonstrated that the adjunctive use of intravenous LEV was effective and well tolerated in pediatric patients with refractory SE, even in patients younger than 2 years. Intravenous LEV should be considered as an effective and safe treatment option for refractory SE in pediatric patients.

Psychiatry and Mental healthMedicine
8
논문|인용수 16·2020
Deep Convolutional Neural Network Based Interictal-Preictal Electroencephalography Prediction: Application to Focal Cortical Dysplasia Type-II
Yoon Gi Chung, Yonghoon Jeon, Sun Ah Choi, Anna Cho, Hunmin Kim, Hee Hwang, Ki Joong Kim
SJR Q2Frontiers in NeurologyOA

We aimed to differentiate between the interictal and preictal states in epilepsy patients with focal cortical dysplasia (FCD) type-II using deep learning-based classifiers based on intracranial electroencephalography (EEG). We also investigated the practical conditions for high interictal-preictal discriminability in terms of spatiotemporal EEG characteristics and data size efficiency. Intracranial EEG recordings of nine epilepsy patients with FCD type-II (four female, five male; mean age: 10.7

Psychiatry and Mental healthMedicine
9
논문|인용수 16·2020
Characterization of Anti-seizure Medication Treatment Pathways in Pediatric Epilepsy Using the Electronic Health Record-Based Common Data Model
Hunmin Kim, Sooyoung Yoo, Yonghoon Jeon, Soyoung Yi, Seok Kim, Sun Ah Choi, Hee Hwang, Ki Joong Kim
SJR Q2Frontiers in NeurologyOA

The purpose of this pilot study was to analyze treatment pathways of pediatric epilepsy using the common data model (CDM) based on electronic health record (EHR) data. We also aimed to reveal whether CDM analysis was feasible and applicable to epilepsy research. We analyzed the treatment pathways of pediatric epilepsy patients from our institute who underwent antiseizure medication (ASM) treatment for at least 2 years, using the Observational Medical Outcomes Partnership (OMOP)-CDM. Subgroup ana

Psychiatry and Mental healthMedicine
10
논문|인용수 14·2011
Hypokalemic periodic paralysis; two different genes responsible for similar clinical manifestations
Hunmin Kim, Hee Hwang, Hae Il Cheong, Hye Won Park
Korean Journal of PediatricsOA

Primary hypokalemic periodic paralysis (HOKPP) is an autosomal dominant disorder manifesting as recurrent periodic flaccid paralysis and concomitant hypokalemia. HOKPP is divided into type 1 and type 2 based on the causative gene. Although 2 different ion channels have been identified as the molecular genetic cause of HOKPP, the clinical manifestations between the 2 groups are similar. We report the cases of 2 patients with HOKPP who both presented with typical clinical manifestations, but with

Molecular BiologyBiochemistry, Genetics and Molecular Biology
11
논문|인용수 14·2018
Spike persistence and normalization in benign epilepsy with centrotemporal spikes – Implications for management
Hunmin Kim, Soo Yeon Kim, Byung Chan Lim, Hee Hwang, Jong‐Hee Chae, Jieun Choi, Ki Joong Kim, Dennis Dlugos
SJR Q2Brain and Development
Psychiatry and Mental healthMedicine
12
논문|인용수 13·2023
Deep learning-based automated detection and multiclass classification of focal interictal epileptiform discharges in scalp electroencephalograms
Yoon Gi Chung, Woo‐Jin Lee, Sung Min Na, Hunmin Kim, Hee Hwang, Chang‐Ho Yun, Ki Joong Kim
SJR Q1Scientific ReportsOA

Detection and spatial distribution analyses of interictal epileptiform discharges (IEDs) are important for diagnosing, classifying, and treating focal epilepsy. This study proposes deep learning-based models to detect focal IEDs in electroencephalography (EEG) recordings of the frontal, temporal, and occipital scalp regions. This study included 38 patients with frontal (n = 15), temporal (n = 13), and occipital (n = 10) IEDs and 232 controls without IEDs from a single tertiary center. All the EE

Cognitive NeuroscienceNeuroscience
13
논문|인용수 12·2016
Averaged EEG spike dipole analysis may predict atypical outcome in Benign Childhood Epilepsy with Centrotemporal Spikes (BCECTS)
Hunmin Kim, Il Han Yoo, Byung Chan Lim, Hee Hwang, Jong‐Hee Chae, Jieun Choi, Ki Joong Kim
SJR Q2Brain and Development
Psychiatry and Mental healthMedicine
14
논문|인용수 10·2012
Magnetoencephalography in Pediatric Lesional Epilepsy Surgery
Hunmin Kim, Byung Chan Lim, Woorim Jeong, June Sic Kim, Jong‐Hee Chae, Ki Joong Kim, Chun Kee Chung, Yong Seung Hwang, Hee Hwang
SJR Q2Journal of Korean Medical ScienceOA

This study was performed to assess the usefulness of magnetoencephalography (MEG) as a presurgical evaluation modality in Korean pediatric patients with lesional localization-related epilepsy. The medical records and MEG findings of 13 pediatric patients (6 boys and 7 girls) with localization-related epilepsy, who underwent epilepsy surgery at Seoul National University Children's Hospital, were retrospectively reviewed. The hemispheric concordance rate was 100% (13/13 patients). The lobar or reg

Psychiatry and Mental healthMedicine
15
리뷰|인용수 10·2021
Application of artificial intelligence (AI) and machine learning (ML) in pediatric epilepsy: a narrative review
Hunmin Kim, Hee Hwang
SJR Q3Pediatric MedicineOA

Objective: The purpose of this narrative review is to introduce artificial intelligence (AI) and machine learning (ML) to pediatricians in the field of epilepsy. Background: There has been significant interest in AI and ML in the field of medicine. The number of AI research in the field of pediatrics is also increasing rapidly. AI research team often asks pediatricians to review and label the data for AI research and provide insights for planning the AI/ML algorithms. Ever-increasing medical dat

Health InformaticsMedicine

대표 연구 분야

Psychiatry and Mental healthMolecular BiologyCognitive NeuroscienceGeneticsNeurologyArtificial Intelligence

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