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
2025
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)
2025
Optimiziang Transcranial Alternating Current Stimluation Duration for Effective Neuromodualtion: Neurophysiological Evidence from Resting-State EEG
Open
Journal of Medical Systems
2025
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
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
2021.06.03.~06.05.
2022.05.12.~05.14.
A study on the development of an EEG-based automatic identification algorithm of the target location of transcranial electrical stimulation using deep learning and its clinical feasibility verification based on stroke patients
Open
2022.05.12.~05.14.
An Individualized Transcranial Alternating Current Stimulation Method to Improve the Cognitive Function
Open
2022.05.12.~14.
Investigation of system parameters to be considered for the development of a user-customized voice-user interaction system using electroencephalography
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
2024/12/02
Patent(pending)
