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杨翠微

Professional Title：

Position：

Email：yangcw@fudan.edu.cn

Visiting Address：江湾交叉二号楼

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Research Interests

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  • 长期从事电生理诊疗方法与系统、基于可穿戴设备的慢病智能管理、人工智能算法设计与应用等方面的研究工作

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  • 在复杂心律失常电生理诊疗、生理参数监测、康复与睡眠、个性化AI等领域，基于心电和脉搏波等生理信号开展了系统性和广泛性研究

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Academic Positions

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  • 中国生物医学工程学会心律分会全国委员及工程组委员

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  • 上海市心律学会委员

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  • 上海市生物医学工程学会生物医学信息专委会委员

Awards

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  • 2020年度上海市技术发明奖

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  • 第29届上海市优秀发明选拔赛优秀发明铜奖

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  • 2008年中国国际工业博览会优秀展品奖一等奖

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  • 2004年度上海市科技进步奖

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  • 2006年上海高校市级精品课程

Education and Working Experience

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  • 1987/9至1992/6   浙江大学，生物医学工程与仪器   本科生

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  • 1992/9至1995/6   华中理工大学（现华中科技大学），生物医学工程   硕士

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  • 2004/9至2008/6   复旦大学，生物医学工程   博士

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  • 1995/9至今           复旦大学，电子工程系/生物医学工程系  教师

Teaching

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  • 本科课程：心脏电生理与起搏

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  • 研究生课程：医学仪器与系统，心脏电生理学，医学电子仪器

Publications

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  8. Jian Liu, Shuaicong Hu, Ya’nan Wang, Qihan Hu, Daomiao Wang, Cuiwei Yang*. A Lightweight Hybrid Model Using Multiscale Markov Transition Field for Real-Time Quality Assessment of Photoplethysmography Signals. IEEE Journal of Biomedical and Health Informatics (IEEE J BIOMED HEALTH), 2024, 28(2): 1078-1088.

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  16. Yanan Wang, Shuaicong Hu, Jian Liu, Gaoyan Zhong, and Cuiwei Yang*. A multi-module algorithm for heartbeat classification based on unsupervised learning and adaptive feature transfer. Computers in Biology and Medicine, 2024, 170: 108072.

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  24. Shuaicong Hu, Ya’nan Wang, Jian Liu, Cuiwei Yang*, Aiguo Wang, Kuanzheng Li, Wenxin Liu. Semi-supervised learning for low-cost personalized obstructive sleep apnea detection using unsupervised deep learning and single-lead electrocardiogram. IEEE Journal of Biomedical and Health Informatics, 2023, 27(11): 5281-5292.

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  32. Qihan Hu, Daomiao Wang and Cuiwei Yang*. Multi-Instance Learning Using Transformer for Obscured Weak Label Problem in PPG-Based Blood Pressure Estimation. IEEE Transactions on Instrumentation and Measurement, 2023, 72: 2529915.

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  40. Shuaicong Hu, Jian Liu, Rui Yang, Ya'nan Wang, Aiguo Wang, Kuanzheng Li, Wenxin Liu, Cuiwei Yang*. Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model. IEEE Transactions on Neural System and Rehabilitation Engineering (IEEE TNSRE), 2023, 31: 1321-1332.

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  48. Sen Liu, Aiguo Wang, Xintao Deng*, Cuiwei Yang*. MGNN: A multiscale grouped convolutional neural network for efficient atrial fibrillation detection. Computers in Biology and Medicine, 2022, 148: 105863.

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  56. Ying Chen*, Zhong Wu*, Cuiwei Yang*, Jun Shao, Kelvin Kian Loong Wong, and Derek Abbott. Investigation of Atrial Vulnerability by Analysis of the Sinus Node EG From Atrial Fibrillation Models Using a Phase Synchronization Method. IEEE Transactions on Biomedical Engineering, 2012, 59(9): 2668-2676.

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  64. Daomiao Wang, Qihan Hu, Cuiwei Yang*. Biometric recognition based on scalable end-to-end convolutional neural network using photoplethysmography: A comparative study. Computers in Biology and Medicine, 2022, 147: 105654.

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  72. 何凯悦, 杨翠微*. 基于心外膜标测的心房易颤性评估. 生物医学工程学杂志, 2020, 37(3): 487-495+501.

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  80. 王德玺，杨翠微*.房颤病人体表标测信号的f波提取方法研究，仪器仪表学报，2016, 37(10): 2359-2365.

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