所属部门：创新医疗器械研究中心   

    职称：青年研究员

 电子邮箱：zhanghongtao@ipm-gba.org.cn   

    学历：博士

 研究方向： •基于脑机接口的脑卒中康复设备与算法

         •基于可穿戴设备的精神障碍预测和干预

         •基于可穿戴设备的血压检测，高血压风险预测等

本课题组长期招聘博士后，联合培养博士生、硕士生，欢迎热爱研究、有想法、有冲劲的青年学者加入团队!

个人介绍

张洪滔，粤港澳大湾区精准医学研究院（广州）青年研究员，曾在英国的高科技公司担任研发主管，其成果获得多项发明专利并转化成商业化产品在多国销售。主持和参与了英国创新署和英国工程和自然科学研究委员会(EPSRC)多个基金项目，总金额超过100万英镑，项目包括用于老年人的腕带式摔倒预警算法和设备，基于穿戴传感器的的情绪检测算法和设备，用于护理点血管通路监测的穿戴式传感器等.其成果多次获得英国创新署outstanding表彰。课题组以智能可穿戴医疗电子设备与算法应用为核心,构建“传感采集-数据分析-医学诊断”的研究框架。在设备层面,设计面向生理监测的可穿戴传感器;在方法层面,研发生理大数据的特征提取与多源融合算法；在应用层面,针对中风康复、精神疾病评估、心血管疾病管理开发智能可穿戴系统。

代表性论文专著

1.Chen, J., Zhou, X., Feng, L., Ling, B.W.-K., Han, L., Zhang,H., 2024. rU-Net, Multi-Scale Feature Fusion and Transfer Learning: Unlocking the Potential of Cuffless Blood Pressure Monitoring with PPG and ECG. IEEE Journal of Biomedical and Health Informatics 1–12.

2.Z. Xueling, B.Wing-Kuen Ling, W Ahmed, Y Zhou, Y Lin, and H Zhang. Multivariate phase space reconstruction and Riemannian manifold for sleep stage classification. Biomedical Signal Processing and Control. 2024; 88: 105572.

3.Zhou, X., Guo, Z., Liu, J., Ling, B.W.-K., Yin, B., Zhang,H., 2024. A Hierarchical Neural Network on Riemannian Manifold and Convolutional Neural Network for Sleep Stage Classification, in: 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA). IEEE, pp. 1–6.

4.Q.Zhang, H.Zhang, K.Zhou, L.Zhang, Developing a Physiological Signal-Based, Mean Threshold and Decision-Level Fusion Algorithm (PMD) for Emotion Recognition, Tsinghua Sci. Technol., 28(4), 673-685(2023)

5.H.Zhang, M. Alrifaai, K. Zhou, H.Hu A novel fuzzy logic algorithm for accurate fall detection of smart wristband, Transactions of the Institute of Measurement and Control, 014233121988157 (2019).

6.G. Zheng, H.Zhang, K. Zhou, H. Hu Using Machine Learning Techniques to Optimize Fall Detection Algorithms in Smart Wristband, The 25th International Conference on Automation and Computing, 2019

7.H.Zhang, P. Desai, A.J. Drew, W.P. Gillin and T. Kreouzis Ferromagnetic-organic interfacial states detected by transient conductivity and their role on low voltage current injection in organic spinvalves, Applied Physics Letter 105, 203301 (2014)

8.H.Zhang, P. Desai, Y.Q. Zhan, A.J. Drew, W.P. Gillin and T. Kreouzis1, The importance of holes in aluminium tris-8-hydroxyquinoline (Alq3) devices with ferromagnetic contacts, Applied Physics Letter 104, 013303 (2014)

9.A. Droghetti, S. Sanvito, H.Zhang, M. Wills, A.J. Drew and W. P. Gillin. Electronic and magnetic properties of the interface between metal-quinoline molecules and cobalt, Physics Review B, 89, 094412 (2014)

10.N. A Morley, A. J. Drew, H.Zhang, D. J. Morgan, M. J. R. Gibbs1 Study of the magnetic-organic interface in organic spin-valves, Applied Surface  Science 313 (0), 850 (2014).

专利

1.周雪玲，张洪滔，郭子奇. 情绪识别方法、装置、电子设备及存储介质，2023-05-06，中国 CN116687406 B, (发明专利)

2.张洪滔，陈嘉铭，郭子奇，周雪玲. 血压估计方法、训练机器学习模型的方法、装置及应用，2024-03-28，中国 CN202410368555.5, (发明专利)

3.郭子奇，张洪滔，周雪玲，贾杰. 检测患者运动意图的方法、康复训练指导方法、装置及应用，2024-05-08，中国 CN202410563839.X, (发明专利)

4.张洪滔，周雪玲. 睡眠质量分析方法、装置及其应用，2024-06-14，中国 CN202410769761.7, (发明专利)

5.Hongtao Zhang, Keming Zhou. Improvements in or relating to fall detectors and fall detection, 2019-05-23, 欧洲，WIPO, GB2564167A ，WO2019097248. (发明专利)

6.Hongtao Zhang. Virus Detection Apparatusand Method, 2020-05-11, 欧 洲 , GB2006936.5. (发明专利)

7.Hongtao Zhang. Improvements in or Relating to Wearable Sensor Apparatus, 2020- 10-21, 欧洲, GB2016726.8. (发明专利)