A head impact detection system using SVM classification and proximity sensing in an instrumented mouthguard

IEEE Transactions on Biomedical Engineering

Volumn 61, Issue 11, 2014, Pages 2659-2668

  Wu, Lyndia C ^a   Zarnescu, Livia ^a   Nangia, Vaibhav ^a   Cam, Bruce ^a   Camarillo, David B ^a  

^a Stanford University   (United States)

Author keywords

Impact detection; infrared proximity sensing; support vector machines (SVMs); traumatic brain injury

Indexed keywords

BRAIN; FREQUENCY DOMAIN ANALYSIS;

ACCELERATION THRESHOLD; CONTROLLED LABORATORIES; IMPACT DETECTION; PROXIMITY SENSING; SUPPORT VECTOR MACHINE (SVMS); SUPPORT VECTOR MACHINE CLASSIFIERS; THRESHOLDING ALGORITHMS; TRAUMATIC BRAIN INJURIES;

SUPPORT VECTOR MACHINES;

ACCURACY; ALGORITHM; ARTICLE; CLASSIFICATION; FILTER; HEAD IMPACT DETECTION SYSTEM; HEAD INJURY; HIGH RISK BEHAVIOR; HUMAN; INFRARED RADIATION; LABORATORY; MILITARY SERVICE; MOUTH PROTECTOR; NEUROLOGICAL DIAGNOSTIC DEVICE; NEUROLOGICAL EQUIPMENT; SCREENING; SPORT INJURY; SUPPORT VECTOR MACHINE; TELEMETRY; TOOTH; TRAINING; TRAUMATIC BRAIN INJURY; VALIDATION STUDY; ACCELERATION; ACCELEROMETRY; AMBULATORY MONITORING; BIOMECHANICS; DEVICES; FOOTBALL; HEAD; PHYSIOLOGY; PROCEDURES; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ACCELERATION; ACCELEROMETRY; BIOMECHANICAL PHENOMENA; FOOTBALL; HEAD; HEAD INJURIES, CLOSED; HUMANS; INFRARED RAYS; MONITORING, AMBULATORY; MOUTH PROTECTORS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUPPORT VECTOR MACHINES;

EID: 84908110432     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2014.2320153     Document Type: Article

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