Bayesian aggregation versus majority vote in the characterization of non-specific arm pain based on quantitative needle electromyography

作者: Andrew Hamilton-Wright , Linda McLean , Daniel W Stashuk , Kristina M Calder

DOI: 10.1186/1743-0003-7-8

关键词: Non specificPhysical therapyNeurologyElectromyographyNeedle electromyographyForearmPhysical medicine and rehabilitationBayesian probabilityRepetitive strainMajority ruleMedicine

摘要: Background Methods for the calculation and application of quantitative electromyographic (EMG) statistics characterization EMG data detected from forearm muscles individuals with without pain associated repetitive strain injury are presented.

参考文章(40)
David G. Stork, Richard O. Duda, Peter E. Hart, Pattern Classification (2nd ed.) ,(1999)
Ron Kohavi, A study of cross-validation and bootstrap for accuracy estimation and model selection international joint conference on artificial intelligence. ,vol. 2, pp. 1137- 1143 ,(1995)
J. GREENING, B. LYNN, R. LEARY, L. WARREN, P. O’HIGGINS, M. HALL-CRAGGS, The Use of Ultrasound Imaging to Demonstrate Reduced Movement of the Median Nerve during Wrist Flexion in Patients with Non-Specific Arm Pain: Journal of Hand Surgery (European Volume). ,vol. 26, pp. 401- 406 ,(2001) , 10.1054/JHSB.2001.0582
Sven-Erik Larsson, Lars Bodegård, K. G. Henriksson, P. Åke Öberg, Chronic trapezius myalgia. Morphology and blood flow studied in 17 patients. Acta Orthopaedica Scandinavica. ,vol. 61, pp. 394- 398 ,(1990) , 10.3109/17453679008993548
Robert T. Clemen, Robert L. Winkler, Combining Probability Distributions From Experts in Risk Analysis Risk Analysis. ,vol. 19, pp. 187- 203 ,(1999) , 10.1023/A:1006917509560
Kristina M. Calder, Daniel W. Stashuk, Linda McLean, Physiological characteristics of motor units in the brachioradialis muscle across fatiguing low-level isometric contractions Journal of Electromyography and Kinesiology. ,vol. 18, pp. 2- 15 ,(2008) , 10.1016/J.JELEKIN.2006.08.012