스마트 건강 모니터링을 위한 인공지능, 스마트폰 또는 스마트워치 기반 모바일 건강 모니터링, 생체 신호 처리, 암 치료를 위한 첨단 중이온 방사선 치료, 온디바이스 AI
학력
한국과학기술원 전기공학과 학사 (2002)
한국과학기술원 전기공학과 석사 (2004)
한국과학기술원 전기공학과 박사 (2009)
약력/경력
성균관대학교 전자전기공학부 부교수 (2024-Present)
Texas Tech University 전자 및 컴퓨터 공학과: Tenured 부교수 (2022-2024)
Texas Tech University 전자 및 컴퓨터 공학과: 조교수 (2016-2022)
iNoon, LLC: 창업자 (2018-2020)
University of Connecticut 바이오메디컬 공학과: Gratis 방문연구원 (2014-2016)
Worcester Polytechnic Institute 바이오메디컬 공학과: 연구조교수 (2012-2016)
Massachusetts Institute of Technology (MIT): Postdoctral Fellow (2009-2012)
학술지 논문
(2026)
Reliable pneumonia detection and wheeze-crackle classification via data balancing and augmentation.
SIGNAL IMAGE AND VIDEO PROCESSING.
20,
4
(2026)
The role of scent congruence with luxury brand image in consumers’ emotions, memory, and brand resonance: A mixed-methods approach using EEG and quantitative analyses.
JOURNAL OF RETAILING AND CONSUMER SERVICES.
90,
(2026)
Smart home healthcare using artificial intelligence of things: Emergency prediction and prevention for cerebrovascular disease patients.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE.
163,
1
(2025)
An Interpretable AI for Smart Homes: Identifying Fall Prevention Strategies for Older Adults Using Multimodal Deep Learning.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.
29,
10
(2025)
An IoT-Enabled mHealth Sensing Approach for Remote Detection of Keratoconus Using Smartphone Technology.
SENSORS.
25,
5
(2024)
Clothing suggestions based on comfort extracted from physiological and emotional parameters.
INTERNATIONAL JOURNAL OF CLOTHING SCIENCE AND TECHNOLOGY.
36,
5
(2024)
Opportunities and challenges of smart technology for small independent fashion retailers: a reflexive thematic analysis using the technology-organization-environment framework.
FASHION AND TEXTILES.
11,
1
학술회의논문
(2025)
Real-Time Passenger Movement Estimation for Subway Door Safety Using Deep Learning.
IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific).
싱가포르
(2025)
Automated Glaucoma Classification in Fundus Images Using Multi-Backbone Feature Fusion.
IEEE 25th International Conference on Bioinformatics and Bioengineering.
그리스
(2025)
A Low-Cost Quantitative Evaluation Testbed of Small-Sized IMU Sensor Modules Using a Smartphone.
2025 IEEE/IEIE International Conference on Consumer Electronics-Asia (ICCE-Asia).
대한민국
(2025)
Efficient Vectorization of Binary Sketches for Consumer Product Customization Using Image Processing.
2025 IEEE/IEIE International Conference on Consumer Electronics-Asia (ICCE-Asia).
대한민국
(2025)
Experimental Analysis of Image Quality Effects on Deep Learning Glaucoma Classification.
IEEE/IEIE International Conference on Consumer Electronics-Asia (ICCE-Asia).
대한민국
(2025)
Wavelet Convolutional Neural Network for Low-Resolution Brain MRI Images.
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI).
미국
(2025)
Reshaping Fashion Industry System in South Korea: A Reflexive Thematic Analysis from the Perspectives of SMEs.
International Textile and Apparel Association Annual Conference Proceedings.
미국
(2024)
Wheeze and Crackle Discrimination Algorithm in Pneumonia Respiratory Signals.
IEEE Colombian Conference on Communications and Computing.
콜롬비아
