Computer-aided analysis of gait rhythm fluctuations in amyotrophic lateral sclerosis

Medical and Biological Engineering and Computing

Volumn 47, Issue 11, 2009, Pages 1165-1171

  Wu, Yunfeng ^a   Krishnan, Sridhar ^a  

^a RYERSON UNIVERSITY   (Canada)

Author keywords

Amyotrophic lateral sclerosis; Gait analysis; Movement disorders; Pattern classification; Rehabilitation engineering; Support vector machine

Indexed keywords

ALS PATIENTS; AMYOTROPHIC LATERAL SCLEROSIS; COMPUTER ASSISTED; CROSS-VALIDATION METHODS; FISHER'S LINEAR DISCRIMINANT ANALYSIS; GAIT CYCLES; GAIT PATTERN; HEALTHY CONTROLS; HIGH POTENTIAL; INTERVAL TIME SERIES; LEAST SQUARES SUPPORT VECTOR MACHINES; LEAVE-ONE-OUT; LINEAR CLASSIFIERS; MOTOR NEURONS; MOVEMENT DISORDERS; PATTERN CLASSIFICATION; RECEIVER OPERATING CHARACTERISTIC CURVES; REHABILITATION ENGINEERING; SIGMOID KERNELS; TURNS COUNT;

DISCRIMINANT ANALYSIS; GAIT ANALYSIS; IMAGE RETRIEVAL; LANDING; NEURONS; PATIENT REHABILITATION; SUPPORT VECTOR MACHINES; TIME SERIES;

COMPUTER AIDED ANALYSIS;

ACCURACY; ADULT; AGED; AMYOTROPHIC LATERAL SCLEROSIS; ARTICLE; CLASSIFICATION; CLASSIFIER; CLINICAL ARTICLE; COMPUTER ANALYSIS; CONTROLLED STUDY; DISCRIMINANT ANALYSIS; DISEASE COURSE; FEMALE; GAIT; HUMAN; KERNEL METHOD; LINEAR SYSTEM; MALE; PATIENT MONITORING; QUANTITATIVE ANALYSIS; REGRESSION ANALYSIS; ROC CURVE; SUPPORT VECTOR MACHINE; TIME SERIES ANALYSIS;

ADULT; AGED; AMYOTROPHIC LATERAL SCLEROSIS; CASE-CONTROL STUDIES; FEMALE; GAIT; GAIT DISORDERS, NEUROLOGIC; HUMANS; MALE; MIDDLE AGED; PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED; YOUNG ADULT;

EID: 70350691883     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-009-0527-z     Document Type: Article

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