时光
讲师
guang.shi@ynu.edu.cn
研究领域
医学人工智能、健康信息学、生物医学信号处理
研究概况
主要研究人工智能与信息技术在健康医疗领域的应用，包括：
1) 基于机器学习的医学智能辅助诊断系统；
2) 数字健康技术与个性化/精准健康管理；
3) 生物医学信号处理与模式识别。
致力于构建数据驱动的精准健康管理模型与系统。
学术成果
[1] Guang SHI, Hoko KYO, Toshihiro KAWASAKI, Shigehiko KANAYA, Mariko SATO, Saki TOKUDA-KAKUTANI, Hiroshi WATANABE, Norihito MURAYAMA, Minako OHASHI, Md Altaf-Ul-Amin, Naoaki ONO, Hiroki TANAKA, Satoshi NAKAMURA, Kazuo UEBABA, Nobutaka SUZUKI, Ming HUANG, “Evaluation and Interpretation of 9 Body Constitution Scores of CCMQ-J by Seven Independent Questionnaires”, Japanese J. of Complementary and Alternative Medicine, 16, 2019
[2] Guang Shi, Zheng Chen, Shigehiko Kanaya, Md Altaf-UI-Amin, Naoaki Ono and Ming Huang, "Prediction of Body Constitutions through Life-Style for Health Guidance," IEEE Global Conference on Life Sciences and Technologies (LifeTech), 2021, pp. 106-107.
[3] Guang Shi, Zheng Chen, Renyuan Zhang, “AI-assistant prediction of body constitution: from inquiry to recovery”, International Symposium on Automation, Information and Computing (ISAIC), 2021
[4] Guang Shi, Zheng Chen, Renyuan Zhang, Ming Huang, Naoaki Ono, Md Altaf-UI-Amin, and Shigehiko Kanaya, "Algorithm Cocktail Approach for Predicting Body Constitution and Bias Recovery," IEEE Global Conference on Life Sciences and Technologies (LifeTech), 2022.
[5] G. Shi, Z. Chen and R. Zhang, "A Transformer-Based Spatial-Temporal Sleep Staging Model Through Raw EEG," IEEE International Conference on High Performance Big Data and Intelligent Systems (HPBD&IS), 2021, pp. 110-115.
[6] Guang Shi, Zheng Chen and Renyuan Zhang, “Efficient Support Vector Machine towards Medical Data Processing”, Lecture Notes Springer Lecture Notes in Networks and Systems (Proc.s Int.l Cong. Info. and Comm. Tech.), ISSN: 2367-3370, 2022 to appear.
[7] Lingwei Zhu, Koki Odani, Ziwei Yang, Guang Shi, Yirong Kan, Zheng Chen, and Renyuan Zhang, “Adaptive Spike-Like Representation of EEG Signals for Sleep Stages Scoring”, IEEE Engineering in Medicine & Biology Society (EMBC), 2022.
[8] Guang Shi, Yirong Kan, and Renyuan Zhang，“Computer-Aided-Prediction of Body Constitution with Efficient Cock-Tail Learning”，IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)，2023。
[9] Yuzhen Li1, Bingbing He, Xun Lang, Guang Shi1, Ningtao Zhang, Zhenyu Guo,Yufeng Zhang，“High-frequency quantitative ultrasound in characterizing human skin aging: an exploration of the non-modeling and modeling approaches” Quantitative Imaging in Medicine and Surgery Vol 15, No 7,2025