Surface EMG and acceleration signals in Parkinson's disease: Feature extraction and cluster analysis

Medical and Biological Engineering and Computing

Volumn 46, Issue 9, 2008, Pages 849-858

  Rissanen, Saara M ^a,b   Kankaanpää, Markku ^b   Meigal, Alexander ^c   Tarvainen, Mika P ^a   Nuutinen, Juho ^b   Tarkka, Ina M ^d   Airaksinen, Olavi ^b   Karjalainen, Pasi A ^a  

^a UNIVERSITY OF EASTERN FINLAND   (Finland)

^b KUOPIO UNIVERSITY HOSPITAL   (Finland)

^c PETROZAVODSK STATE UNIVERSITY   (Russian Federation)

^d Brain Research and Rehabilitation Center Neuron   (Finland)

Author keywords

Cluster analysis; Electromyography (EMG); Nonlinear analysis; Parkinson's disease; Signal morphology

Indexed keywords

CLUSTERING ALGORITHMS; FINANCIAL DATA PROCESSING; PRINCIPAL COMPONENT ANALYSIS; RANDOM VARIABLES; VECTORS;

CLUSTER ANALYSIS; ELECTROMYOGRAPHY (EMG); NONLINEAR ANALYSIS; PARKINSON'S DISEASE; SIGNAL MORPHOLOGY;

FEATURE EXTRACTION;

ANTIDEPRESSANT AGENT; ANTIPARKINSON AGENT;

ADULT; AGE; AGED; ALGORITHM; ARTICLE; CLINICAL ARTICLE; CLUSTER ANALYSIS; CONTROLLED STUDY; DIAGNOSTIC VALUE; ELECTROMYOGRAPHY; HUMAN; MOTOR DYSFUNCTION; PARKINSON DISEASE; PRINCIPAL COMPONENT ANALYSIS; SIGNAL DETECTION; SIGNAL PROCESSING;

ADULT; AGED; CLUSTER ANALYSIS; ELECTROMYOGRAPHY; HUMANS; MIDDLE AGED; PARKINSON DISEASE; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 51349084004     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-008-0369-0     Document Type: Article

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