论文：国内外学术期刊发表论文50篇
-“Effective Time, Frequency, and Sidelink Synchronization for Cellular Device-to-Device Communications” - [IEEE SYSTEMS JOURNAL]
-“A data-driven approach to a chemotherapy recommendation model based on deep learning for patients with colorectal cancer in Korea” - [BMC medical informatics and decision making]
-“在Untact技术环境下的智能健身顾问模式接近方案” - [韩国大数据学会学会杂志]
-“Development of Machine Learning Model to Predict the 5-Year Risk of Starting Biologic Agents in Patients with Inflammatory Bowel Disease (IBD): K-CDM Network Study” - [JOURNAL OF CLINICAL MEDICINE]
-“Arrhythmia detection from non-contact sensor heart rate data by data transfer” - [BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY]
-“Untact Abnormal Heartbeat Wave Detection Using Non-Contact Sensor through Transfer Learning” - [IEEE Access]
-“Reference Model and Architecture of Interactive Cognitive Health Advisor based on Evolutional Cyber-physical Systems” - [KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS]
 
专利：通过Universal-Subbot模式的聊天机器人市场管理系统、以非接触式生物传感器为基础的行为推荐系统及其方法、融合智能安全管理系统等