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Knee Joint Vibroarthrographic Signal Processing and Analysis: SpringerBriefs in Bioengineering

Autor Yunfeng Wu
en Limba Engleză Paperback – 19 feb 2015
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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Specificații

ISBN-13: 9783662442838
ISBN-10: 3662442833
Pagini: 100
Ilustrații: XIV, 81 p. 32 illus., 17 illus. in color.
Dimensiuni: 155 x 235 x 15 mm
Greutate: 0.15 kg
Ediția:2015
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria SpringerBriefs in Bioengineering

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Introduction.- Signal Acquisition and Preprocessing.- Signal Analysis.- Feature Computing and Signal Classifications.- Summary and Research Directions.

Caracteristici

Focuses on the traditional and advanced signal processing methods for knee joint vibroarthrography Describes a number of effective computer-aided methods for the analysis of nonlinear and nonstationary biomedical signals Introduces a number of the latest advances in machine learning and pattern recognition techniques for biomedical signal classification Includes supplementary material: sn.pub/extras