김호담 (Hodam Kim)
조교수
연세대학교 미래캠퍼스 의공학부연세대학교 대학원 의공학과
강원특별자치도 원주시 흥업면 연세대길 1, 백운관 201호 (26493)hodamkim@yonsei.ac.kr+82-33-760-2490Google ScholarORCID 0000-0003-0439-6236
Academic Appointments
- 2025.03 – 현재조교수연세대학교 미래캠퍼스 의공학부 · 대학원 의공학과뇌·신체·기계 인터페이스 연구실(PONS Lab)
- 2024.04 – 2025.01박사후연구원마운트 시나이 아이칸 의과대학 생체의공학·영상연구소 / 영상의학과, 미국 뉴욕Advanced Wearable Sensors and Electronics Lab (지도: Yun Soung Kim 박사)
- 2022.01 – 2024.03박사후연구원조지아공과대학교 기계공학부, 미국 애틀랜타Bio-Interfaced Translational Nanoengineering Group (지도: Woon-Hong Yeo 박사)
Education
- 2016.03 – 2022.02공학박사 (융합전자공학과)한양대학교 융합전자공학과, 서울학점 100/100 · CoNE Lab (지도: 임창환 교수)
- 2010.03 – 2015.08공학사 (생체공학전공)한양대학교 생체공학전공, 서울학점 97.5/100, 최우등 졸업
Research Interests
- 인공지능(기계학습·딥러닝) 기반 인간-기계 / 뇌-기계 인터페이스
- 새로운 생체신호 처리 알고리즘 개발
- 소프트·유연·신축성 전자소자 · 혼합현실(AR/VR) · 인체통신
Skills
- 연구 기법
- 생체신호 처리 및 특징 추출, 기계학습·딥러닝, 임베디드 소프트웨어 개발, 안드로이드 앱 개발, 회로 설계 (Altium, KiCad)
- 프로그래밍
- MATLAB, Python, C, C++, Java, Kotlin, Dart
- 언어
- 한국어(모국어), 영어(유창)
Publications
2026
- 27., “Integration of soft portable biosensors and artificial intelligence for automatic detection of abnormal facial movements in blepharospasm,”doi.org/10.1016/j.biosx.2026.100779
2025
- 26., “Face-Wearable Integrated Bioelectronics for Quantitative, Automated Diagnosis of Blepharospasm,”doi.org/10.1016/j.biosx.2025.100677
- 25., “Flexible Smart Insole and Plantar Pressure Monitoring Using Screen-Printed Nanomaterials and Piezoresistive Sensors,”doi.org/10.1021/acsami.5c08296IF 8.2, Q1, 20%
- 24., “Continuous Real-Time Detection and Management of Comprehensive Mental States Using Wireless Soft Multifunctional Bioelectronics,”doi.org/10.1016/j.bios.2025.117387IF 10.5, Q1, 5%
- 23., “Wireless Soft Athlete Bioelectronics for Monitoring Carbon Dioxide Ventilation and Physiological Performance,”doi.org/10.1002/advs.202503880IF 14.1, Q1, 5%
- 22., “Non-Surgical, In-Stent Membrane Bioelectronics for Long-Term Intracranial Pressure Monitoring,”doi.org/10.1002/adhm.202404680IF 10.0, Q1, 5%
- 21., “Motion artifact–controlled micro–brain sensors between hair follicles for persistent augmented reality brain–computer interfaces,”doi.org/10.1073/pnas.2419304122IF 9.4, Q1, 10%
- 20., “Smart Filtering Facepiece Respirator with Self-Adaptive Fit and Wireless Humidity Monitoring,”doi.org/10.1016/j.biomaterials.2024.122866IF 12.8, Q1, 5%
- 19., “Soft Nanomembrane Sensor-Enabled Wearable Multimodal Sensing and Feedback System for Upper-Limb Sensory Impairment Assistance,”doi.org/10.1021/acsnano.4c15530IF 15.8, Q1, 10%
2024
- 18., “Artificial Intelligence on Biomedical Signals: Technologies, Applications, and Future Directions,”doi.org/10.1007/s44258-024-00043-1
- 17., “A Wireless Smart Adhesive Integrated with a Tunable Inverted-F Antenna,”doi.org/10.3390/s24227155IF 3.4, Q2
- 16., “All-in-One, Wireless, Multi-Sensor Integrated Athlete Health Monitor for Real-Time Continuous Detection of Dehydration and Physiological Stress,”doi.org/10.1002/advs.202403238IF 15.1, Q1, 10%
- 15., “Flexible Thermoelectric Wearable Architecture for Wireless Continuous Physiological Monitoring,”doi.org/10.1021/acsami.4c02467IF 9.5, Q1, 20%
- 14., “Flexible Low-Profile External Ventricular Drain Catheter for Real-Time Brain Monitoring,”doi.org/10.1016/j.bios.2024.116267IF 12.6, Q1, 5%
- 13., “Long-Term Stable pH Sensor Array with Synergistic Bilayer Structure for 2D Real-Time Mapping in Cell Culture Monitoring,”doi.org/10.1016/j.bios.2024.116223IF 12.6, Q1, 5%
- 12., “An Exploratory, Randomized, Double-Blind Trial Addressing Safety and Efficacy of Dipraglurant for Blepharospasm,”doi.org/10.1002/mds.29734IF 8.6, Q1, 10%
- 11., “Large-scale smart bioreactor with fully integrated wireless multivariate sensors and electronics for long-term in situ monitoring of stem cell culture,”doi.org/10.1126/sciadv.adk6714IF 13.6, Q1, 10%
- 10., “AR-Enabled Persistent Human-Machine Interfaces via a Scalable Soft Electrode Array,”doi.org/10.1002/advs.202305871IF 15.1, Q1, 10%
2023
- 9., “At-home wireless sleep monitoring patches for the clinical assessment of sleep quality and sleep apnea,”doi.org/10.1126/sciadv.adg9671IF 14.98, Q1, 10%
- 8., “Advances in Ultrathin Soft Sensors, Integrated Materials, and Manufacturing Technologies for Enhanced Monitoring of Human Physiological Signals,”doi.org/10.1002/aelm.202201294IF 7.633, Q1, 20%
- 7., “Development of a Computer-Aided Education System Inspired by Face-to-Face Learning by Incorporating EEG-Based Neurofeedback into Online Video Lectures,”doi.org/10.1109/TLT.2022.3200394IF 4.433, Q1, 15%
2022
- 6., “Modulation of driver's emotional states by manipulating in-vehicle environment: Validation with biosignals recorded in an actual car environment,”doi.org/10.1109/TAFFC.2022.3206222IF 13.99, Q1, 10%
- 5., “Classification of Individual's Discrete Emotions Reflected in Facial Microexpressions Using Electroencephalogram and Facial Electromyogram,”doi.org/10.1016/j.eswa.2021.116101IF 6.954, Q1, 10%
2021
- 4., “Influence of the number of channels and classification algorithm on the performance robustness to electrode shift in steady-state visual evoked potential-based brain–computer interfaces,”doi.org/10.3389/fninf.2021.750839IF 4.081, Q1, 20%
2019
- 3., “Machine-Learning-Based Detection of Craving for Gaming Using Multimodal Physiological Signals: Validation of Test-Retest Reliability for Practical Use,”doi.org/10.3390/s19163475IF 3.031, Q1, 25%
2018
- 2., “Detection of Craving for Gaming in Adolescents with Internet Gaming Disorder Using Multimodal Biosignals,”doi.org/10.3390/s18010102IF 2.677, Q1, 20%
2016
- 1., “Fast and Robust Real-time Estimation of Respiratory Rate from Photoplethysmography,”doi.org/10.3390/s16091494IF 2.677, Q1, 20%
Grants & Funded Projects
As Principal Investigator
- 무선 유연 전자 기반 표정 및 손동작 복합 인식 플랫폼을 활용한 감정·의도 해석형 수어 인식 시스템 개발PI
- 개인 맞춤형 다부위 생체신호 측정 웨어러블 시스템 및 분석기술 개발PI
As Researcher
- 뇌파-음향 이중 신호 탐지 기반 비침습 BCI를 통한 노인 우울의 맞춤형 실생활 돌봄 플랫폼 구축Researcher
- 전도성 섬유 기반 생체자극 및 질병예방 모니터링Researcher
- 눈꺼풀연축의 심층 표현형 분석Researcher
- 가정용 수면다원검사를 위한 일회용 소프트 수면 모니터링 바이오패치Researcher
- 뇌파 및 얼굴 생체신호 기반 인간-컴퓨터 인터페이스를 활용한 사용자 맞춤형 뉴로 교육 기술 개발Researcher
- AR/VR 인터페이스를 통해 사용자의 생각으로 가전 및 외부 기기를 제어하는 비침습 통합 BCI 소프트웨어 플랫폼 개발Researcher
- 인터랙티브 VR 응용을 위한 얼굴 근전도 기반 표정 인식Researcher
- 생체신호 분석 기반 인터넷 게임 갈망 실시간 모니터링 기술 개발Researcher
Academic Service
- 2026.08 – 2027.12학술위원회 국내학술이사한국BCI학회
- 2026.01 – 현재학술위원회 위원 (뇌공학)대한의용생체공학회
- 2025.03 – 현재편집이사한국뇌공학회
Teaching
- 2026-22026학년도 2학기마이크로프로세서및실험 (Undergraduate) · 맞춤형 헬스케어를 위한 생체신호 처리: 응용 및 심화 (Graduate, taught in English) · 웨어러블 헬스케어 시스템 (Graduate)
- 2026-12026학년도 1학기컴퓨터프로그래밍 (Undergraduate) · 공업수학 2 (Undergraduate) · 진로지도 (의공학) (Undergraduate) · 맞춤형 헬스케어를 위한 생체신호 처리: 기초 (Graduate, taught in English)
- 2025-22025학년도 2학기마이크로프로세서및실험 (Undergraduate) · 생체신호및시스템 (Undergraduate)
- 2025-12025학년도 1학기컴퓨터프로그래밍 (Undergraduate) · 고급 뇌-컴퓨터 인터페이스 (Graduate, taught in English)
Patents
- 10.이성훈, 여운홍, 김호담, 김가람, 김성은, “Sleep diagnosis system and its operating method,”KR 10-2024-01820222024.12.09Application㈜위스메디컬
- 9.이성훈, 김호담, 김가람, 김성은, “Smart all-in-one patch apparatus and method of operation thereof,”KR 10-2024-01820212024.12.09Application㈜위스메디컬
- 8.이성훈, 김호담, 김가람, “Smart all-in-one head patch apparatus and method of operation thereof,”KR 10-2024-01569692024.11.07Application㈜위스메디컬
- 7.Woon-Hong Yeo, Hodam Kim, “Human-machine interfaces via a scalable soft electrode array,”US 2025/0181172 A12024.12.02ApplicationGeorgia Tech Research Corporation
- 6.임창환, 김정환, 김수혜, 천재훈, 김호담, “A method and device for analyzing concentration type based on electroencephalography using artificial intelligence,”KR 10-2024-01716932024.11.27Application한양대학교 산학협력단
- 5.임창환, 김호담, “Method and device for estimating onset time point of muscle movement,”KR 10-23993182022.05.13Granted한양대학교 산학협력단
- 4.임창환, 차호승, 최성준, 김호담, “Apparatus and method for user authentication using facial EMG by measuring changes of facial expression of HMD user,”KR 10-20944882020.03.23Granted한양대학교 산학협력단
- 3.임창환, 김호담, “Method and apparatus for detecting craving state for game based on electrooculogram,”KR 10-20147072019.08.21Granted한양대학교 산학협력단
- 2.임창환, 김호담, “Method for estimating and managing respiratory rate using photoplethysmography,”KR 10-18378352018.03.06Granted한양대학교 산학협력단
- 1.김선정, 김시형, 김호담, “Fibrous actuator driven by humidity and solvent, manufacturing method thereof and use of the same,”KR 10-17815992017.09.19Granted한양대학교 산학협력단
Conference Presentations
International
- 10., “Imperceptible Brain Sensors for Persistent Brain-Computer Interfaces,”
- 9., “Wireless soft multifunctional biopatch for preventing heat-related illness of construction workers,”
- 8., “Smart Mouthguard and Soft Cardiac Patch for Health Monitoring of Athletes,”
- 7., “Subject-independent EEG-based emotion classification using continuously indexed domain generalization (CIDG),”
- 6., “Development of an Online Home Appliance Control System Using Augmented Reality and an SSVEP-Based Brain-Computer Interface,”
- 5., “Validation of Test-Retest Reliability of Multimodal Biosignal-based Craving Detection in Young Adults with Internet Gaming Disorder,”
- 4., “Influence of Slight Changes in Electrode Locations upon the Classification Accuracy of a SSVEP-Based BCI,”
- 3., “Influence of Slight Changes in Electrode Locations upon the Classification Accuracy of a SSVEP-Based BCI,”
- 2., “Detection of Game Craving in Young Individuals with Internet Gaming Addiction Using Multiple Biosignals,”
- 1., “Massive EEG Hyperscanning: A New Tool for Social Neuroscience,”
Domestic
- 15., “Development of a Wearable PPG and Skin Temperature Sensing Device for Predictive Closed-Loop Control of Peripheral Blood Flow,”
- 14., “Hierarchical 3D Helical CNT Electrode with PEDOT:PSS–PVA/TA Interface for Stable Dry ECG Monitoring,”
- 13., “Kirigami-Based Ear EEG Patch for Improved Conformability and Stability,”
- 12., “Multi-Channel Capacitive Wrist-Worn Sensing for Enhanced Spatial Deformation-Based Hand Motion Tracking,”
- 11., “Persistent and Wearable EEG Technologies: Toward Next-Generation Neurophysiological Monitoring,”
- 10., “Quantitative eye blink monitoring system for automated blepharospasm assessment using wireless wearable bioelectronics,”
- 9., “Real-Time Monitoring of Multidimensional Mental States via Wireless Soft Bioelectronic Systems,”
- 8., “Development of Soft Wireless Wearable Patches for Continuous Monitoring of the Autonomic Nervous System,”
- 7., “Persistent brain-computer interfaces using soft multifunctional bioelectronics & motion artifact-controlled micro-brain sensors,”
- 6., “Recognition of user's emotions reflected in fast and subtle expressions using Electroencephalogram and Facial Electromyogram,”
- 5., “Recognition of user's emotions reflected in fast and subtle expressions using Electroencephalogram and Facial Electromyogram,”
- 4., “Influence of Slight Changes in Electrode Locations upon the Classification Accuracy of a SSVEP-Based BCI,”
- 3., “Massive EEG Hyperscanning and Interbrain Spectral Synchronization: A New Tool for Social Neuroscience,”
- 2., “Massive EEG Hyperscanning: A New Tool for Social Neuroscience,”
- 1., “An Improved Method for the Real-time Estimation of Respiratory Rate from Photoplethysmography,”
Honors & Awards
- 2026.05우수 포스터상대한의용생체공학회 춘계학술대회지도학생 윤서연 · 박지환 공동 수상 (공동 제1저자)
- 2020.12우수 포스터상대한뇌파신경생리학회 정기학술대회
- 2017.11우수 포스터상대한의용생체공학회 추계학술대회
- 2015년 1학기국가우수장학금 (이공계)대한민국
- 2014년 2학기국가우수장학금 (이공계)대한민국
- 2014년 2학기성적우수장학금한양대학교
- 2014년 1학기국가우수장학금 (이공계)대한민국
- 2011년 2학기성적우수장학금한양대학교
- 2011년 1학기성적우수장학금한양대학교
- 2010년 2학기성적우수장학금한양대학교