Introduce
Jiwoon Lee is Junior in Computer Engineering from Kwangwoon University in Seoul, South Korea. His research interests include Computational neuroscience, Medical AI, Generative models, and Signal processing.
Communication
잡음 제거 디퓨전 모델 기반의 시계열 심전도 데이터 보간에 관한 연구
이지운, 박철수, “잡음 제거 디퓨전 모델 기반의 시계열 심전도 데이터 보간에 관한 연구”, 2022 대한의용생체공학회 추계 학술대회, Nov 2022
Restoration of Time-Series Medical Data with Diffusion Model
J. Lee, C. Park, “Restoration of Time-Series Medical Data with Diffusion Model”, 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Oct 2022
Arrhythmia Classification Using 1D-2D Conversion
S. Baek, S. Han, J. Lee, W. Lee, C. Park, “Arrhythmia Classification Using 1D-2D Conversion”, u-Healthcare 2019, Dec 2019, Dec 2019
Award
Best Paper Award (IEEE, IEIE)
Oral session, “Restoration of Time-Series Medical Data with Diffusion Model”, 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Oct 2022
Excellence Award (Minister of Defense Award)
“Real-Time Matchmaking System Development using Machine Learning algorithm and TrueSkill™ algorithm”, 2021 Ministry of National Defense Start-Up Challenge, Dec 2021
Grand Prize
“Text-To-Speech based on Generative Adversarial Network”, The 1st Kwangwoon University Chambit Design Semester Performance Presentation, Dec 2019