Knee joint vibroarthrographic signal processing and analysis [electronic resource]

• 作者： Wu, Yunfeng.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • SpringerBriefs in bioengineering,
• 出版： Berlin, Heidelberg : Springer Berlin Heidelberg :Imprint: Springer
• 叢書名： SpringerBriefs in bioengineering,
• 主題： Diagnosis--Data processing , Knee--Wounds and injuries , Knee--physiology , Signal processing--Digital techniques , Biomedical engineering , Engineering , Biomedical engineering , Rehabilitation medicine , Signal, Image and Speech Processing. , Pattern Recognition
• ISBN： 9783662442845 (electronic bk.) 、 9783662442838 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Introduction -- Signal Acquisition and Preprocessing -- Signal Analysis -- Feature Computing and Signal Classifications -- Summary and Research Directions.
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• 摘要註: This book presents the cutting-edge technologies of knee joint vibroarthrographic signal analysis for the screening and detection of knee joint injuries. It describes a number of effective computer-aided methods for analysis of the nonlinear and nonstationary biomedical signals generated by complex physiological mechanics. This book also introduces several popular machine learning and pattern recognition algorithms for biomedical signal classifications. The book is well-suited for all researchers looking to better understand knee joint biomechanics and the advanced technology for vibration arthrometry. Dr. Yunfeng Wu is an Associate Professor at the School of Information Science and Technology, Xiamen University, Xiamen, Fujian, China.
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