
이화의 AI 신경조절 연구실

팀을 만나다
우리 연구실 구성원은 의학, 컴퓨터 의학, 의료 및 생물의학 공학, 심리학, 신경과학 등의 다학문 배경을 가지고 있습니다.
교수

이향운 MD, Ph.D
이향운 박사는 이화여자대학교 의과대학 신경과 교수입니다. 이 박사는 정상 또는 비정상 뇌 기능의 네트워크 기반 메커니즘, 특히 수면 및 간질과 관련된 AI 기반 신경 조절에 대한 학제간 연구를 주도하고 있습니다. 이 주제에 대해 이 박사는 최고 수준의 학제간 및 의학 저널에 다수의 논문을 발표했으며, 국제 학술회의에서 발표했습니다. 그녀는 NRF, KHIDI, ITECH, KBRI, AES 및 NINDS를 포함한 조직에서 연구 자금을 받았습니다. 이 박사는 30명 이상의 학생과 박사후 과정을 지도했으며 신경학, 융합 의학, 특히 의료 분야의 AI 응용에 대한 학부 및 대학원 수준의 과정을 가르치고 있습니다.
이 박사는 대한신경과학회(KNA), 대한뇌전증학회(KES), 한국인간뇌매핑(KHBM)의 정회원이며, OHBM(인간뇌매핑기구)의 태스크포스 멤버로 전 세계적으로 활동하고 있다. 이 박사는 또한 이화여자대학교 의료원 내 산학협력센터와 메디테크 연구소(의학 및 기술을 개발하고 모든 임상적 요구를 해결하기 위해 의과대학과 공과대학이 결성)의 소장을 맡고 있습니다. 이화여대 교수진에 합류하기 전 존스홉킨스대학교 의과대학에서 박사후 연구원, 국립보건원 NINDS 임상 펠로우, 예일대학교 의과대학 방문교수를 역임했다.
연구원

Sungeun Hwang, M.D.
M.D. in Neurology, Specialty in Epilepsy & Sleep disorders
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Clinical Assistant Professor, Ewha Womans University Mogdong Hospital / M.D. & MSc from Seoul National University
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Research Interests: neurology, epilepsy, sleep, clinical neurophysiology, electroencephalography, intraoperative monitoring

Eun-Hwa Lee, PhD
Research Professor
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Research Professor (since 2025), Ewha Medical Research Institute, Ewha Womans University
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Research Interests: Integrated brain circuit and neuroimmune mechanisms shaping stress susceptibility, affective dysregulation (depression/anxiety), AD-related neurodegeneration, and autism-related neurodevelopmental phenotypes
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Technical Expertise: Mouse behavioral phenotyping, circuit-level manipulation and mapping, and transcriptomic profiling

DoHyun Kim, Ph.D
PostDoctoral fellow
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Postdoctoral Researcher, Ewha Medical Research Institute, Ewha Womans University
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PhD in Herbology, Dongshin University
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Research Interests: Epilepsy, Activity-Based Anorexia (ABA), Learned Helplessness (LH), and neurodegenerative cognitive impairment
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Research Focus: Development and evaluation of brain disorder animal models; mechanism investigation via behavioral and pathological assays

Sora An, Ph.D
Key Collaborator /
Assistant Professor
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Assistant Professor, Division of AI Convergence, Hallym University
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PhD in Electronics Engineering, Ewha Womans University
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Research interests: Large-scale brain network modeling, multimodal neuroimaging
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My main research topic is to understand brain disorders and improve the modulation efficacy of brain stimulation therapies through the in-silico approach based on brain network modeling.

Hyeon Jin Kim, M.D., Ph.D
Key Collaborator /
Clinial Assistant Professor
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Research interests: Quantitative EEG analysis, Sleep, Circadian rhythm, Aging
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My main research topic is to study the framework of quantitative analysis for brainwave spectral dynamics during sleep. My research focuses on the practical basis for daily lifestyle modification and disease prevention.
졸업생들

Doctoral
Student
Sol Ah Kim
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Graduate student in Medical Science / System Health Science & Engineering Major, Ewha Womans University
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Research Interests: neuroscience, electrophysiology, big-data analysis
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My main research topic focuses on rat brain stimulation, memory, and cognitive function. Our current research addresses electrical stimulation, optical stimulation, behavioral testing, and molecular testing.

Doctoral
Student
JiHye Lee
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Graduate student in Computational Medicine / System Health Science & Engineering Major, Ewha Womans University
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Research Interests: computational medicine, sleep, neuropsychiatry, neuroimaging, AI-based application
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My main research topic is to analyze brain waves, brain images, and biometric data using machine learning. I am currently conducting research on analyzing the relationship between sleep quality through biometric data and sleep questionnaires.

Integrated Master's and Doctoral student
Maithreyee Devi
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Graduate student in Computational Medicine/System Health Science & Engineering Major, Ewha Womans University/ M.B.B.S(Bachelor of Medicine and Bachelor of Surgery, Chittagong University, Bangladesh.
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Research Interests: computational medicine, sleep medicine, clinical neuropsychiatry.
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My main research topic is
to examine the influences between sleep quality, brain morphology and cognition;explore the influence of age , gender,physical activity,lifestyle modalities etc. among healthy individuals as well as sleep breathing disorders such as obstructive sleep apnea.

Doctoral
Student
Cheong-hwa Park, M.D.
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Graduate student in Neurology, Ewha Womans University School of Medicine
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Research interests: low intensity focused ultrasound neuromodulation
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My main research topics include non-invasive low intensity focused ultrasound neuromodulation for the treatment of brain disorders and basic animal experiments related to brain disorders - developing rat models of epilepsy or new rat models of stroke, investigating whether ultrasound neuromodulation is effective and what are the mechanisms of treatment. mechanisms.

Integrated Master's and Doctoral student
Na Young Yoon
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Graduate student in Neurology, Ewha Womans University School of Medicine
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Research interests: low intensity focused ultrasound neuromodulation
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My main research topics include non-invasive low intensity focused ultrasound neuromodulation for the treatment of brain disorders and basic animal experiments related to brain disorders - developing rat models of epilepsy or new rat models of stroke, investigating whether ultrasound neuromodulation is effective and what are the mechanisms of treatment. mechanisms.
연구원

Post-Graduate Researcher
Seoyoung Lee
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Master degree(2025) in Artificial Intelligence Convergence, Ewha Womans University
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B.S degree in Computer Science & Engineering major, Ewha Womans University
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Interested in automating discrimination of disorder with AI and computational modeling of brain network.
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Currently, my research focuses on developing statistical processing methods for epilepsy seizure data.

Post-Graduate Researcher
Eunku Bae
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Master degree(2025) in Artificial Intelligence Convergence, Ewha Womans University
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Research Interests: Representational learning utilizing Graph Neural Networks (GNNs)
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My main research topic is to explore complex human brain connectivity to estimate cognitive behaviors using Graph Neural Networks with the in-depth processing of functional and structural data derived from sMRI, dMRI, and fMRI

Researcher
Ju Young Kim, MEng
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MEng in Electrical and Electronic Engineering, Imperial College London
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Research Interests: LLM multi-agent systems for obstructive sleep apnea (OSA) screening
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My main research topic is the development of LLM-based multi-agent systems for obstructive sleep apnea (OSA) screening based on sleep questionnaire data, aiming to enable scalable and accessible screening methods without relying on resource-intensive overnight polysomnography.
연구원

Post-Baccalaureate Researcher
Eunji Cho
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B.S. degree in psychology and statistics, University of California, Berkeley
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My main research topic is on utilizing big-data analysis to analyze neuroimaging, epilepsy, neurodegenerative disease, and sleep disorders. Currently, my research focuses on exploring memory function based on hippocampal subfield volumes in Temporal Lobe Epilepsy (TLE).

Post-Baccalaureate Researcher
Hee Sang Yang, M.D.
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M.D., Yonsei University, College of Medicine
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My research interests lie in neurocognitive disorders, with a focus on their associations with sleep architecture.
연구원

Undergraduate Intern
Esther Mikyung Nam
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Undergraduate student in the Department of Psychology, College of Liberal Arts and Science, University of Illinois Urbana-Champaign
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My current research interests are the neurological and cognitive underpinnings of language and their relevancy to neuropathological disorders.

Undergraduate Intern
Donghyun Kevin Kwak
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Undergraduate student in the Neuroscience major, Princeton University
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Research interests: cognitive neuroscience, neuropsychiatry, clinical neuropsychology, brain plasticity
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I aspire to explore the neurobiological links between the brain and environmental stimuli. My research aims to identify specific healing benefits of art that conventional methods such as brain surgery or psychiatric medication may not achieve. Specifically, my research intends to explore the psychiatric significance and therapeutic effects of art activities using the traditional artistic media comprising 紙 (paper), 墨 (ink), and 筆 (brush) – collectively known as Ji-Pil-Muk, influencing cognitive perception and reshaping the human perception structure.

Undergraduate Intern
Elise B. Cauley
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Undergraduate Neuroscience student at Trinity University
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Research interest lies in how pathology physically manifests in the brain.
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Specifically, interested in uncovering the neurobiological link between epilepsy and its comorbidities.
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Background working with mouse models of Autism Spectrum Disorder.
연구원

Project Manager
Yoonjeong Lee
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Major in Health Administration
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Research Interests and Role: big-data management, common-data model, administration
Alumni
Introduce graduates & colleagues who researched together in Lee's lab.

Song E Kim, Ph.D
Research Professor
Doctoral Degree(2015)

Yun Seo Choi, Ph.D
Doctoral Degree(2021)

Chaewon Kang
Master's Degree(2022)

YuJaung Kim, Ph.D
Research Professor

Younghyun Lee
Master's Degree(2024)

Juhyeong Kang
Master's Degree(2024)

Jieun Park
Master's Degree(2024)

Eun Ji Yang
Master's Degree(2025)

Aram Cho, Ph.D
Doctoral Degree(2026)