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Modern methods for affordable clinical gait analysistheories and applications in healthcare systems /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Modern methods for affordable clinical gait analysisAnup Nandy, Saikat Chakraborty, Jayeeta Chakraborty, Gentiane Venture.
Reminder of title:	theories and applications in healthcare systems /
Author:	Nandy, Anup.
other author:	Chakraborty, Saikaat.
Published:	London :Academic Press,2021.
Description:	1 online resource.
Subject:	Gait disorders.
Online resource:	https://www.sciencedirect.com/science/book/9780323852456
ISBN:	9780323852463 (electronic bk.)

Modern methods for affordable clinical gait analysistheories and applications in healthcare systems /
Nandy, Anup.

Modern methods for affordable clinical gait analysistheories and applications in healthcare systems /[electronic resource] :Anup Nandy, Saikat Chakraborty, Jayeeta Chakraborty, Gentiane Venture. - London :Academic Press,2021. - 1 online resource.

Front Cover -- MODERN METHODS FOR AFFORDABLE CLINICAL GAIT ANALYSIS -- MODERN METHODS FOR AFFORDABLE CLINICAL GAIT ANALYSIS -- Copyright -- Contents -- About the authors -- Preface -- Acknowledgment -- 1 -- Introduction -- 1.1 What is gait? -- 1.2 Gait cycle -- 1.3 Features of gait -- 1.3.1 Spatio-temporal -- 1.3.2 Kinematic -- 1.3.3 Kinetic -- 1.3.4 Anthropometric -- 1.3.5 Electromyography -- 1.4 Model-based versus model-free gait assessment -- 1.4.1 Model-based human gait analysis -- 1.4.2 Model-free human gait analysis -- 1.5 Applications of gait analysis.

ISBN: 9780323852463 (electronic bk.)Subjects--Topical Terms:

502697
Gait disorders.
Index Terms--Genre/Form:

214472
Electronic books.

LC Class. No.: RC376.5

Dewey Class. No.: 616.7

Modern methods for affordable clinical gait analysistheories and applications in healthcare systems /
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020 $a 9780323852456
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100 1 $a Nandy, Anup. $3 928029
245 1 0 $a Modern methods for affordable clinical gait analysis $h [electronic resource] : $b theories and applications in healthcare systems / $c Anup Nandy, Saikat Chakraborty, Jayeeta Chakraborty, Gentiane Venture.
260 $a London : $b Academic Press, $c 2021.
300 $a 1 online resource.
505 0 $a Front Cover -- MODERN METHODS FOR AFFORDABLE CLINICAL GAIT ANALYSIS -- MODERN METHODS FOR AFFORDABLE CLINICAL GAIT ANALYSIS -- Copyright -- Contents -- About the authors -- Preface -- Acknowledgment -- 1 -- Introduction -- 1.1 What is gait? -- 1.2 Gait cycle -- 1.3 Features of gait -- 1.3.1 Spatio-temporal -- 1.3.2 Kinematic -- 1.3.3 Kinetic -- 1.3.4 Anthropometric -- 1.3.5 Electromyography -- 1.4 Model-based versus model-free gait assessment -- 1.4.1 Model-based human gait analysis -- 1.4.2 Model-free human gait analysis -- 1.5 Applications of gait analysis.
505 8 $a 1.6 Clinical aspects of human gait -- 1.6.1 Gait signal segmentation -- 1.6.2 Pathological gait detection -- 1.6.3 Injury prevention and recovery prediction -- 1.7 Sensors for gait data acquisition -- 1.8 Summary -- References -- 2 -- Statistics and computational intelligence in clinical gait analysis -- 2.1 Introduction -- 2.2 Statistics in clinical gait data -- 2.2.1 Confidence interval, p-value, and effect size -- 2.2.2 Statistics in clinical trials -- 2.2.3 Systematic review and meta-analysis -- 2.3 Computational intelligence in clinical gait data.
505 8 $a 2.3.1 Why computational intelligence is important? -- 2.3.2 Learning paradigm -- 2.3.3 Applications of computational intelligence in clinical gait data -- 2.4 Statistics versus computational intelligence -- 2.5 Summary -- References -- 3 -- Low-cost sensors for gait analysis -- 3.1 Introduction -- 3.2 Motion capture sensors for gait -- 3.2.1 Classification of sensors -- 3.2.2 Gold standard sensors -- 3.2.3 Affordable sensors -- 3.3 Microsoft kinect -- 3.3.1 First and second generation -- 3.3.2 Hardware and software specification -- 3.3.3 Data streams of kinect.
505 8 $a 3.3.4 Application in clinical gait assessment -- 3.4 Wearable sensors -- 3.4.1 Inertial sensors -- 3.4.1.1 Types of inertial sensors -- 3.4.1.2 Cost analysis of inertial sensors -- 3.4.1.3 Applications of inertial sensor in clinical gait assessment -- 3.4.2 Electromyography sensors -- 3.4.2.1 MyoWare muscle sensor -- 3.4.3 Others: force sensitive resistors, goniometers -- 3.5 Summary -- References -- 4 -- Validation study of low-cost sensors -- 4.1 Introduction -- 4.2 Kinect validation for clinical usages -- 4.3 Inertial sensor validation on estimating joint angles.
505 8 $a 4.3.1 Evaluation metrics for validation of estimated joint angles -- 4.4 Summary -- References -- 5 -- Gait segmentation and event detection techniques -- 5.1 Introduction -- 5.2 Why gait cycle segmentation? -- 5.3 Vision sensor-based gait cycle segmentation -- 5.3.1 Threshold-based methods -- 5.3.2 Machine learning-based methods -- 5.4 Kinect in gait cycle segmentation -- 5.5 Inertial sensor-based gait segmentation -- 5.5.1 Threshold-based methods -- 5.5.2 Machine intelligence-based methods -- 5.6 Electromyography sensor-based gait segmentation -- 5.6.1 Statistical methods.
650 0 $a Gait disorders. $3 502697
650 0 $a Gait in humans. $3 404877
650 0 $a Medical instruments and apparatus. $3 225233
655 4 $a Electronic books. $2 local. $3 214472
700 1 $a Chakraborty, Saikaat. $3 928030
700 1 $a Chakraborty, Jayeeta. $3 928031
700 1 $a Venture, Gentiane. $3 831461
856 4 0 $u https://www.sciencedirect.com/science/book/9780323852456