Human computer interaction, mobile healthcare, deep-learning / machine learning
Contact address: aychoi@gachon.ac.kr / Personal website, LinkedIn, Google Scholar, MS academic search
I'm an associate professor of the department of AI and software at Gachon University. I participated in healthcare projects to understand health and wellness conditions of users with wearable devices at Samsung electronics. I joined the Virtual Human project under Jonathan Gratch of Institute of Creative Technology at USC as a Pos-doc. I completed MS and Ph.D. from Gwangju Institute of Science and Technology under prof. Woontack Woo ( http://uvrlab.org/ ) in 2005 and 2011.
Internet of Things (IoT), Deep learning, Computer Vision, and Medical Image Analysis
Artificial Intelligence, Machine Learning, and Deep Learning, with a particular focus on Natural Language Processing (NLP)
Internet of Things (IoT), Network Traffic Analysis, and Deep learning
AR/MR, Virtual Humans, and Deep Learning
석사과정 (MS course)
Depression analysis from physiological signals
박사과정 (Ph.D. course)
Trustworthy AI based on real-world data
송이두, 김건, 임지성, 이민지 (3rd year)
홍승민, 문예훈 (2nd year)
Thesis title: Knowledge-Guided Reasoning and Contextual Learning for LLM-Based Negotiation and Mediation Agents
Currently working at Dentium
Thesis title: Robust Human Activity Recognition by Integrating Image and Accelerometer Sensor Data Using Deep Fusion Network
Currently working at VUNO
Thesis title: Deep Learning Based Blood Pressure Estimation Technique Using Electrocardiogram and Photo-plethysmography
Previous Research collaborators
Muhammad Shahid Anwar, Ph.D - Assistant Professor
Ahmad Mouri Zadeh Khaki, Ph.D - Assistant Professor
Kutlimuratov Alpmis Jaksymuratovich, Ph.D - Assistant Professor
Supervised Undergraduate students
AI commentary application for sports (2023): 류관곤, 이동석, 정성훈, 천진우(케이타운포유), 최효성, (서동익)
Hyper Gachon (2023): 강은식, 오진영, 서한결, 김주혜, 반재현
Missing object detection (2022): 신승건, 오현호, 임인범
Child development monitoring (2022): 김윤정(콘텐트리중앙), 신민서, 이지호(피플엔드테크놀로지), 함신아
Smart brushing teaching technology through wearable band (2021): 고유미(저축은행중앙회), 김정규, 김한결(안랩), 오명석
Healthy 3D Emoji (2021): 최호준(미디어로그), 황정연
AR application for improving kid’s habits (2020): 송형섭, 이예슬(Emro), 김범수
VR based mental health Therapy platform (2020): 차재욱(DOUZONE), 임예슬(롯데정보통신), 신지은
Experience sharing with VR (2019): 육수림(MINDsLAB), 이수정, 예찬호 (ASD Korea)
Rehabilitation game (2019): 김지후(Graduate school), 김종건(Graduate School of Techno Design, Kookmin Univ. ), 윤지은(SundayToz)
Ping pong game scoring system (2018): 노상우(Samsung Electronics), 김유민(Emro), 이예준 (MINDsLAB)
Health data management (2017): 김한솔(Emro), 지정한(Samsung Electronics), 송치윤(NAVER)
Food intake monitoring application (2017): 한주연(Kakao enterprise), 배소미(HandiSoft ), 장석윤
SVM like project management (2016): 김정화(LG CNS), 김현우(WISENUT), 조정훈(우아한형제들), 김성준
Previous RA(research assistant) students
~2025: 임상택, 최지예, 김준영, 안수빈, 송이두, 이서현
~2024: 황정연, 박재석, 김윤정, 김한뫼, 류관곤, 정성훈, 이현석, 이주애, 김준영
~2023: 이윤정(바이오나노), 이현지
~2022: 방근호, 김부경, 한성구, 서동익
~2021: 박재완 (전자공학과)
~2020: 임예슬, 신지은, 신재원
~2019: 예찬호
~2018: 김유민, 노상우, 이예준