奖项荣誉
[1]2024年，"健康大数据智能分析关键技术与应用"，广东省科技进步二等奖
[2]2023年，SIAT-太古宙生物传感奖，优秀学生奖
科研成果
近五年科技项目
[1].国家自然科学基金，青年科学基金项目（C类），62501585，知识引导—预训练模型动的高血压人群无袖带连续血压测量方法研究，2026-01-2028-12，30万，主持
[2].国家自然科学基金委员会，联合基金项目，U2241210，基于生理与操控特征的密闭空间人员实时情绪状态测评方法研究，2023-01-01至2026-12-31，266万元，在研，参与
[3].国家自然科学基金委员会，面上项目，62073310，面向步态异常早期识别的可穿戴传感器信息融合理论研究，2021-01-01至2024-12-31，58万元，在研，参与
[4].深圳市科技创新委员会，科技重大专项，KJZD20230923115058015，多模多参数生命体征及健康传感器微弱信号检测关键技术研发，2024-01至2026-12，600万元，在研，参与
[5]广东省自然科学基金委员会，基础研究项目，2020A1515010654，基于多波长光电容积脉搏波的交感驱动血压变异机制研究，2019-10至2022-09，10万元，结题，参与
近五年代表性论文
[1].Zengding Liu, Ye Li, Yuanting Zhang, Jia Zeng, Zuxian Chen, Zhiwei Cui, Jikui Liu, and Fen Miao, "Cuffless blood pressure measurement using smartwatches: a large-scale validation study," IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 9, pp. 4216-4227, 2023.
[2].Zengding Liu, Ye Li, Yuanting Zhang, Jia Zeng, Zuxian Chen, Jijui Liu, and Feb Miao, "HGCTNet: Handcrafted Feature-Guided CNN and Transformer Network for Wearable Cuffless Blood Pressure Measurement," IEEE Journal of Biomedical and Health Informatics, vol. 28, no. 7, pp. 3882-3894, 2024.
[3].Zengding Liu, Bin Zhou, Zhiming Jiang, Xi Chen, Ye Li, Min Tang*, and Fen Miao. "Multiclass arrhythmia detection and classification from photoplethysmography signals using a deep convolutional neural network," Journal of the American Heart Association 11, no. 7 (2022): e023555.
[4].Zengding Liu, Chen Chen, Jiannong Cao, Minglei Pan, Jikui Liu, Nan Li, Fen Miao, and Ye Li*, "Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignals," in 15th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, 2024, pp. 1-11.
[5].Zengding Liu, Bin Zhou, Jikui Liu, Ye Li, and Fen Miao*, "A CNN and Transformer Hybrid Network for Multi-Class Arrhythmia Detection from Photoplethsmography," in 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024.
