{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T13:13:10Z","timestamp":1783948390588,"version":"3.55.0"},"reference-count":45,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2018,2,9]],"date-time":"2018-02-09T00:00:00Z","timestamp":1518134400000},"content-version":"vor","delay-in-days":8,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["81472140"],"award-info":[{"award-number":["81472140"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Orthopaedic Surgery"],"published-print":{"date-parts":[[2018,2]]},"abstract":"<jats:sec><jats:title>Objective<\/jats:title><jats:p>To establish a logistic regression model using surface electromyography (SEMG) parameters for diagnosing the compressed nerve root at L<jats:sub>5<\/jats:sub> or S<jats:sub>1<\/jats:sub> level in patients with lumbar disc herniation (LDH).<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>This study recruited 24 patients with L<jats:sub>5<\/jats:sub> nerve root compression and 23\u2009patients with S<jats:sub>1<\/jats:sub> nerve root compression caused by LDH from May 2014 to May 2016. SEMG signals from the bilateral tibialis anterior and lateral gastrocnemius were measured. The root mean square (RMS), the RMS peak time, the mean power frequency (MPF), and the median frequency (MF) were analyzed. The accuracy, sensitivity, and specificity values were calculated separately. The areas under the curve (AUC) of the receiver\u2010operating characteristic (ROC) curve and the kappa value were used to evaluate the accuracy of the SEMG diagnostic model.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>The accuracy of the SEMG model ranged from 85.71% to 100%, with an average of 93.57%. The sensitivity, specificity, AUC, and kappa value of the logistic regression model were 0.98 \u00b1 0.05, 0.92 \u00b1 0.09, 0.95 \u00b1 0.04 (<jats:italic>P<\/jats:italic> = 0.006), and 0.87 \u00b1 0.11, respectively (<jats:italic>P<\/jats:italic>\u2009=\u20090.001). The final diagnostic model was: <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/os12362-math-0001.png\" xlink:title=\"urn:x-wiley:17577853:media:os12362:os12362-math-0001\"\/>; y\u2009=\u200910.76 \u2212 (5.95\u2009\u00d7\u2009TA_RMS Ratio) \u2212 (0.38\u2009\u00d7\u2009TA_RMS Peak Time Ratio) \u2013 (5.44\u2009\u00d7\u200944\u2009\u00d7\u2009LG_RMS Peak Time Ratio). L<jats:sub>5<\/jats:sub> nerve root compression is diagnosed when <jats:italic>P<\/jats:italic> &lt; 0.5 and S<jats:sub>1<\/jats:sub> nerve root compression when <jats:italic>P<\/jats:italic> \u2265 0.5.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>The logistic regression model developed in this study showed high diagnostic accuracy in detecting the compressed nerve root (L<jats:sub>5<\/jats:sub> and S<jats:sub>1<\/jats:sub>) in these patients with LDH.<\/jats:p><\/jats:sec>","DOI":"10.1111\/os.12362","type":"journal-article","created":{"date-parts":[[2018,2,9]],"date-time":"2018-02-09T08:12:45Z","timestamp":1518163965000},"page":"47-55","source":"Crossref","is-referenced-by-count":15,"title":["Diagnosis of Compressed Nerve Root in Lumbar Disc Herniation Patients by Surface Electromyography"],"prefix":"10.1111","volume":"10","author":[{"given":"Wei","family":"Li","sequence":"first","affiliation":[{"name":"School of Biomedical Engineering Capital Medical 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