박사과정 졸업
최가영
About
Brief introduction of him/her
Education & Career
2025.03-present: 조교수 | 한림대학교 인공지능융합학부
2024.01-2025.02.28: Post-Doc | Dept. of Biomedical Engineerng, McGill University
2023.09-2024.01: Post-Doc | Dept. of Electronics and Information Eng., Korea University
2023.08: Ph.D. | Dept. of Electronics and Information Engineering, Korea University
2022.03-2022.06: Exchange Researcher | Technical University of Berlin, Germany
2019.02 :M.S. | Dept. of Medical IT Convergence Engineering, Kumoh National Institute of Technology
2017.02: B.S. | Dept. of Medical IT Convergence Engineering, Kumoh National Institute of Technology
Research Interest
Deep Learning Based on Meta Learning
Human AI Interaction
transcranial DC/AC Stimulation (tDCS/tACS)
Fellowship
Period | Affiliation | Funding Source |
Awards
Title
기관
날짜
Research Projects
Title
Funding source
Publication
Date
Title
Journal & Impact Factor
Authors
2026
Model-Agnostic Meta-Learning for Healthy-to-Patient Domain Adaptation in Electroencephalography: Application to Motor Hotspot Estimation in Neurorehabilitation
Open
Engineering Applications of Artificial Intelligence
2026
A Robust Framework for Ear-ECG Extraction via Cycle-Wise Morphology-Guided Independent Component Selection
Open
Journal of Medical Systems
August 29, 2018
Sensors (IF: 2.475, Q2 in Instruments & Instrumentation)
November 26, 2019
A multi-day and multi-band dataset for steady-state visual evoked potential-based brain-computer interface
Open
Gigascience (IF: 7.267, top 10% in Multidisciplinary Science)
April 17, 2020
Development of a transcranial direct current stimulation device based on current limiter for simultaneous measurement of electroencephalography: a feasibility study
Open
Technology and Health Care (IF: 0.787, Q4 in Health Care Sciences & Services)
22 February 2021
Applied Sciences (IF: 2.480, Q2 in Engineering(
Sep 13 2021
Altered functional networks of alpha and low-beta bands during upper limb movement and association with motor impairment in chronic stroke
Open
Brain Connectivity (IF 2.262, Q4 in Neuroscience)
20 December 2021
An artificial neural-network approach to identify motor hotspot for upper-limb based on electroencephalography: a proof-of-concept study
Open
Journal of Neural Engineering and Rehabilitation (IF 4.262, top 5% in Rehabilitation
February 2018
Journal of Biomedical Engineering Research
February 2020
Feasibility of Using Similar Electrocardiography Measured around the Ears to Develop a Personal Authentication System
Open
Journal of Biomedical Engineering Research
15 April 2022
Expert Systems with Applications (IF 6.954, top 10% in Electrical & Electronic Engineering
08 February 2023
Neuromodulatory Feasibility of a Current Limiter-Based tDCS Device: A Resting-State Electroencephalography Study
Open
Biomedical Engineering Letters (IF: 4.6, Q2 in Engineering, Biomedical)
14 July 2023
Electroencephalography network indices as Biomarkers of upper limb impairments in chronic stroke
Open
Jove-Journal of Visualized Experiments (IF : 1.2, Q3 in Multidisciplinary Sciences)
03 October 2024
EEG Dataset for the Recognition of Different Emotions Naturally Induced in Voice-User Interaction
Open
Scientific Data (IF: 5.8, top 20 % in Multidisciplinary Science)
08 April
2025
Transfer learning and data augmentation for glucose concentration prediction from colormetric biosensor images
Open
Microchimica Acta (IF: 5.4, top 20% in Analytic Chemistry)
26 September 2025
Clinical feasibility of a motor hotspot localization based on electroencephalography using convolutional neural network in patients with stroke
Open
Journal of Neuroengineering and Rehabilitation (IF: 5.2
Top 2% in Rehabiliataion)
2026
Optimiziang Transcranial Alternating Current Stimluation Duration for Effective Neuromodualtion: Neurophysiological Evidence from Resting-State EEG
Open
Journal of Medical Systems (IF: 8.0
Top 3.7% in Health Care Sciences & Services)
2026
EEG-Based Brain-Computer Interfaces: A Thorough Literature Survey and Review of the Last Twelve Years (2012-2023)
Open
International Journal of Human–Computer Interaction
Conferences
Date
Title
Journal & Impact Factor
Authors
2023.12.01.~12.02
Convolutional Neural Network for Automatic Localization of Motor Hotspots Based on Electroencephalography in Stroke Patients
Open
2023.12.01.~12.02
2022.12.01.~12.02
2022.12.01.~12.02
Investigation of Individual Transcranial Alternating Current Stimulation to Increase Cognitive Functions
Open
2017.11.10-11.
2018.5.11-12.
2018.5.11-12.
Effect of Stimulation Frequency Band on Steady-State Visual Evoked Potential Based on Brain-Computer Interface
Open
2018.5.11-12.
Development and validation of a transcranial direct current stimulation device based on current limiter for simultaneous measurement of EEG
Open
2018.12.01.
2019.05.9-11.
Effect of Transcranial Direct Current Stimulation on Electroencephalography during Motor Task Execution
Open
2019.11.01
2019.12.07
2020.08.27
2020.12.04
2020.12.04
Can transcranial electrical stimulation (tES) modulate steady-state visual evoked potential (SSVEP)
Open
2020.12.04
2020.12.04
2021.05.12.~05.14.
A Longitudinal strudy of Brain Activity Changes in the Mortor Cortex by Transcranial Direct Current Stimulation
Open
2021.05.12.~05.14.
Investigation of an Optimal Stimulation Duration for Modulation of Resting-State Electroencephalography
Open
2021.05.12.~05.14.
Electroencephalography-Based Human Emotion Recognition During the Use of a Voice User Interaction System
Open
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Patents
Title
날짜
Achievement type
기관
2023/01/13
Patent(registered)
Korea
2023/04/10
Patent(registered)
Korea
2024/06/03
Patent(registered)
Korea
2020/10/16
Patent(pending)
Korea
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Gallery
(강연) JS LINK 신은순 이사님 특강
일시: 2025.09.12(금) 13:00 - 14:00
장소: 가속기 ICT 융합관 323호
연자: 신은순 이사님 (JS LINK)
JS LINK에서 오신 신은순 이사님께서 "Forensic Applications of DNA Analysis: From SNP-Based Individual Identification To Extended Kinship Inference"의 내용으로 발표를 진행하셨습니다.
JS LINK 신은순 이사님 특강
2025/09/18
강연
2016.05.13~2016.05.14, 부산 부경대학교
[학회] 춘계 대한생체의공학회 참석
2016/05/10 18:04
학회
2016.08.16~2016.08.20_ Orlando,florida
[학회] IEEE EMBC 학회 참석
2016/09/06 13:24
학회
대한뇌기능매핑학회 2016년 추계 학술대회_수원 성균관대학교 자연과학캠퍼스
2016/11/04 : KHBM 학회 참석
2016/11/22 10:11
학회
대한의용생체공학회 2016년 추계 학술대회_고려대학교 안암캠퍼스
2016/11/11-12 : IBEC 학회참석
2016/11/22 10:12
학회
2016/11/25-26 : 대한뇌파신경생리학회 참석_국립정신건강센터
2016/11/25-26 : KEEG 학회 참석
2016/12/01 13:51
학회
황한정교수님께서 NEC LAB과 협력 업체인 (주)소소의 중국 칭와대 자회사 설립 기념 제품 설명회에 VIP로 초청받아 참석하셨습니다.
2016.12.12~14 : (주)소소 자회사 설립 기념 제품 설명회 참석
2016/12/19 15:48
행사
2017/01/09-11 : 5th IEEE International Conference on Brain-Computer Interface _ 강원랜드
2017/01/09-11 : 5th IEEE International Conference on BCI 참석
2017/02/20 20:37
학회
2017/07/10-15 : 39th IEEE EMBC Conference 참석_제주국제컨벤션센터
2017/07/10-15 : 39th IEEE EMBC Conference 참석
2017/08/23 20:04
학회
2017/07/19-21 : 17' NAT Conference 참석_베를린, 독일
2017/07/19-21 : 17' NAT Conference 참석
2018/01/27 15:22
학회
2017/11/10~11 : 2017년도 대한의용생체공학회 추계 학술대회 참석_전북대학교
2017/11/10~11 : 17' KOSOMBE 추계 학회 참석
2018/01/27 15:23
학회
2017/12/2: 제 4회 대한뇌파신경생리학회 참석_ 국립정신건강센터
2017/12/2: 17' KEEG 학회 참석
2018/01/27 15:24
학회
2018/01/15~17 : The 6th IEEE International Winter Conference on Brain-Computer Interface 참석_강원랜드, 정선
2018/01/15~17 : Korea BCI 학회 참석
2018/01/27 15:25
학회
2018/08/30~31 : 제 4회 바이오영상신호처리 여름학교_한국과학기술회관
2018/08/30~31 : 제 4회 바이오영상신호처리 여름학교
2018/09/03 10:16
행사
2018/10/10 : Machine Learing and AI 특강
Klaus-Robert Müller
ML Group, TU Berlin, and MPII, Saarbrücken and Dept of Brain and Cognitive Engineering
2018/10/10 : Machine Learing and AI 특강
2018/10/15 15:31
강연
2018/10/15 : tACS 관련 최신 연구 강연
Sangtae Ahn (PhD)
Department of Psychiatry, University of North Carolina at Chapel Hill
2018/10/15 : tACS 관련 최신 연구 강연
2018/10/15 15:37
강연
2018/10/26 : 딥러닝 특강_석흥일 교수님
2018/10/26 : 딥러닝 특강
2018/11/20 20:54
강연
2018/11/2~3 : 2018 KIPS 학회 참석_부경대학교 대연캠퍼스
2018/11/2~3 : 2018 KIPS 학회 참석
2018/11/20 21:30
학회
2018/11/8~10 : SMIT-IBEC-2018 학회 참석_서울 그랜드워커힐
2018/11/8~10 : SMIT-IBEC-2018 학회 참석
2018/11/20 21:31
학회
2018/11/15~16 : kit Engineering Fair 2018 참석_금오공과대학교 체육관
2018/11/15~16 : kit Engineering Fair 2018 참석
2018/11/21 13:58
행사
2018/11/30~12/01 : KEEG 학회 참석_국립정신건강센터
2018/11/30~12/01 : KEEG 학회 참석
2018/12/10 12:55
학회
2019/02/24~27 : 3th Brain Stimulation Conference 참석_Canada place, Vancouver (Canada)
2019/02/24~27 : 3th Brain Stimulation Conference 참석
2019/04/01 17:55
학회
2019/04/11~14 : Conference President of the 75th Annual Meeting of the…
2019/04/29 14:14
학회
2019/05/03 : 2019 KHBM 춘계학술대회 참석_고려대학교
2019/05/03 : 2019 KHBM 춘계학술대회 참석
2019/05/13 15:13
학회
2019/05/09~11 : 2019 kosombe 춘계학술대회 참석_여수 MVL호텔
2019/05/09~11 : 2019 kosombe 춘계학술대회 참석
2019/05/13 15:16
학회
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