Non-intrusive real-time breathing pattern detection and classification for automatic abdominal functional electrical stimulation

Medical Engineering and Physics

Volumn 36, Issue 8, 2014, Pages 1057-1061

  McCaughey, E J ^a   McLachlan, A J ^a   Gollee, H ^a  

^a UNIVERSITY OF GLASGOW   (United Kingdom)

Author keywords

Classifier; Control system; Electrical stimulation; Respiratory function; Spinal cord injury; Tetraplegia

Indexed keywords

CLASSIFIERS; CONTROL SYSTEMS; FUNCTIONAL ELECTRIC STIMULATION;

CLASSIFICATION ACCURACY; CLASSIFICATION PERFORMANCE; ELECTRICAL STIMULATIONS; FUNCTIONAL ELECTRI-CAL STIMULATIONS; RESPIRATORY FUNCTION; SPINAL CORD INJURIES (SCI); SUPPORT VECTOR MACHINE ALGORITHM; TETRAPLEGIA;

SUPPORT VECTOR MACHINES;

ABDOMINAL FUNCTIONAL ELECTRICAL STIMULATION; ACCURACY; ALGORITHM; ARTICLE; BREATHING PATTERN; CLASSIFICATION; COUGHING; ELECTROSTIMULATION; FEMALE; HUMAN; HUMAN EXPERIMENT; INTERMETHOD COMPARISON; MALE; NON INVASIVE PROCEDURE; NORMAL HUMAN; PRIORITY JOURNAL; RESPIRATORY FUNCTION; SENSITIVITY ANALYSIS; SENSOR; SIGNAL TRANSDUCTION; SPIROMETER; SUPPORT VECTOR MACHINE; VOLUNTEER; ABDOMEN; ADULT; BREATHING; COMPARATIVE STUDY; COUGH; DEVICES; ELECTROSTIMULATION THERAPY; PATHOPHYSIOLOGY; PHYSIOLOGIC MONITORING; PHYSIOLOGY; PROCEDURES; SENSITIVITY AND SPECIFICITY; SPIROMETRY; THORAX; TIME;

ABDOMEN; ADULT; COUGH; ELECTRIC STIMULATION THERAPY; FEMALE; HUMANS; MALE; MONITORING, PHYSIOLOGIC; RESPIRATION; SENSITIVITY AND SPECIFICITY; SPIROMETRY; SUPPORT VECTOR MACHINES; THORAX; TIME FACTORS;

EID: 84903746795     PISSN: 13504533     EISSN: 18734030     Source Type: Journal    
DOI: 10.1016/j.medengphy.2014.04.005     Document Type: Article

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