教育背景
先后就读南开大学(本科)、山东大学(硕博士)、中科院信工所(博士后)
工作经历
项目课题经历
穿戴式感知、医学大数据分析、神经工程,在利用机器学习技术针对生物电信号(脑电、心电、肌电、脉搏波、PPG信号等)和医学影像(fMRI、CT等)辅助诊疗方面具有多项创新成果。已主持完成纵向科研项目国家级3项、省部级6项。
论文、成果、著作等
[1] Gaobo Zhang, Zhen Mei, Yuan Zhang*, et al., A Non-invasive Blood Glucose Monitoring System Based on Smartphone PPG Signal Processing and Machine Learning, IEEE Transactions on Industrial Informatics, published online with DOI 10.1109/TII.2020.2975222.
[2] Yuan Zhang, et al., Seizure Prediction on EEG Using Common Spatial Pattern and Convolutional Neural Network, IEEE Journal of Biomedical and Health Informatics, vol. 24(2), pp. 465-474, 2020.
[3] Qingbei Guo, Yuan Zhang*, et al., A Localization Method Avoiding Flip Ambiguities for micro-UAVs with Bounded Distance Measurement Errors, IEEE Transactions on Mobile Computing, vol. 18 (8), pp. 1718-1730, 2019.
[4] Md Rishad Ahmed, Yuan Zhang*, et al., Neuroimaging and Machine Learning for Dementia Diagnosis: Recent Advancements and Future Prospects, IEEE Reviews in Biomedical Engineering, vol. 12, pp. 19-33, 2019.
[5] Sarah Ali Siddiqui, Yuan Zhang*, et al., Pain-free Blood Glucose Monitoring Using Wearable Sensors: Recent Advancements and Future Prospects, IEEE Reviews in Biomedical Engineering, vol. 11, pp. 21-35, 2018.
[6] Matej Kren, Andrej Kos, Yuan Zhang*, et al., Public Interest Analysis Based on Implicit Feedback of IPTV Users, IEEE Transactions on Industrial Informatics, vol. 13(4), pp. 2077-2086, 2017.
[7] Alex Obinikpo, Yuan Zhang*, et al., Queueing Algorithm for Effective Target Coverage in Mobile Crowd Sensing, IEEE Internet of Things Journal, vol. 4(4), pp. 1046-1055, 2017.
[8] Yuan Zhang, et al., Ubiquitous WSN for Healthcare: Recent Advances and Future Prospects, IEEE Internet of Things Journal, vol.1 (4), pp. 311-318, 2014. 到2020年2月引用量130+
专利、著作版权等
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