讲座预告|机器学习技术及人体生理功能的预测

李济佐
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2020-10-1516:42:54 评论浏览:10 2101字阅读7分0秒
摘要

Machine Learning Techniques to Predict the Evolution of Vital Functions: Case Studies

Machine Learning Techniques to Predict the Evolution of Vital Functions: Case Studies

  • Date: 16th Oct. 2020 (Friday)
  • Time: 2:30pm~3:30pm
  • Venue: Room 401, Microelectronics Building
  • Title: Machine Learning Techniques to Predict the Evolution of Vital Functions: Case Studies
  • Speaker: Mohamad Sawan, Chair Professor, Fellow IEEE;CenBRAIN, Westlake University, Hangzhou, China
  • Hosted by: Prof. Guoxing Wang
Abstract
Machine Learning Techniques are emerging alternatives for the diagnostic, treatment and prediction of diverse neuromuscular diseases. This talk covers algorithms, circuits and systems techniques which deal with multidimensional design challenges such as real-time execution, embedded systems, wearable devices, low-power microsystems, high-data rate wireless communication, and reliable harvesting energy methods. Application-specific architectures will be discussed, and experimental results will be shown. Case studies of neurodegenerative diseases such as predicting epileptic seizures emergence and treatment, and dysfunctions resulting from spinal injuries such as bladder filling prediction and management.
Biography
Mohamad Sawan is Chair Professor in Westlake University, Hangzhou, China, and Emeritus Professor in University of Montreal, Canada.  He is founder and director of the Cutting-Edge Net of Biomedical Research And INnovation (CenBRAIN) in Westlake University. He received the Ph.D. degree Université de Sherbrooke, Canada. He is Co-Founder, Associate Editor and was Editor-in-Chief of the IEEE Transactions on Biomedical Circuits and Systems (2016-2019). He is founder of the International IEEE-NEWCAS Conference and of the Polystim Neurotech Laboratory, and Co-Founder of the International IEEE-BioCAS Conference. He was awarded the Canada Research Chair in Smart Medical Devices (2001-2015), and was leading the Microsystems Strategic Alliance of Quebec, Canada (1999-2018). Dr. Sawan published more than 800 peer reviewed papers, two books, 10 book chapters, and 12 patents. He received several awards, among them the Queen Elizabeth II Golden Jubilee Medal, the Shanghai City Mayor Award for International Collaboration, the Qianjiang Friendship Ambassador Award, and the medal of merit from the President of Lebanon.Dr. Sawan is Fellow of the IEEE, Fellow of the Canadian Academy of Engineering, Fellow of the Engineering Institutes of Canada, and “Officer” of the National Order of Quebec.
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