Dimensionality reduction for the quantitative evaluation of a smartphone-based Timed Up and Go test

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 7179-7182

  Palmerini, Luca ^a   Mellone, Sabato ^a   Rocchi, Laura ^a   Chiari, Lorenzo ^a  

^a UNIVERSITY OF BOLOGNA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

CLINICAL TESTS; COMPLETE SYSTEM; CORRELATION ANALYSIS; DATA VARIABILITY; DIMENSIONALITY REDUCTION; EASE OF USE; EXPLORATORY ANALYSIS; HEALTHY SUBJECTS; HIGHLY-CORRELATED; INERTIAL SENSOR; MEASUREMENT SYSTEM; MOVEMENT ANALYSIS; OUTLIER DETECTION; PARKINSON'S DISEASE; PRINCIPAL COMPONENTS; QUANTITATIVE EVALUATION; SMART PHONES;

ACCELEROMETERS; DATA MINING; FEATURE EXTRACTION; FUNCTIONAL ASSESSMENT; NEURODEGENERATIVE DISEASES; SIGNAL ENCODING;

PRINCIPAL COMPONENT ANALYSIS;

ACCELERATION; ADULT; AGED; ALGORITHM; AMBULATORY MONITORING; ARTICLE; EQUIPMENT DESIGN; HUMAN; METHODOLOGY; MIDDLE AGED; MOBILE PHONE; MOTION; MOVEMENT (PHYSIOLOGY); PARKINSON DISEASE; PATHOPHYSIOLOGY; PRINCIPAL COMPONENT ANALYSIS; REPRODUCIBILITY; TIME; VERY ELDERLY;

ACCELERATION; ADULT; AGED; AGED, 80 AND OVER; ALGORITHMS; CELLULAR PHONE; EQUIPMENT DESIGN; HUMANS; MIDDLE AGED; MONITORING, AMBULATORY; MOTION; MOVEMENT; PARKINSON DISEASE; PRINCIPAL COMPONENT ANALYSIS; REPRODUCIBILITY OF RESULTS; TIME FACTORS;

EID: 84864579702     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091814     Document Type: Conference Paper

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