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It confirmed the hypothesis that the dorsal side of the hand is of greater importance than the palmar side when diagnosing CTS thermographically. Using this method it was possible correctly to classify 72.2% of all hands (healthy and pathological) based on dorsal images and &gt; 80% of hands when only severely affected and healthy hands were considered. Compared with the gold standard electromyographic diagnosis of CTS, IRT cannot be recommended as an adequate diagnostic tool when exact severity level diagnosis is required, however we conclude that IRT could be used as a screening tool for severe cases in populations with high ergonomic risk factors of CTS.<\/jats:p>","DOI":"10.1177\/147323000903700321","type":"journal-article","created":{"date-parts":[[2013,2,27]],"date-time":"2013-02-27T14:22:43Z","timestamp":1361974963000},"page":"779-790","source":"Crossref","is-referenced-by-count":28,"title":["Infrared Thermography Based on Artificial Intelligence as a Screening Method for Carpal Tunnel Syndrome Diagnosis"],"prefix":"10.1177","volume":"37","author":[{"given":"B Jesen\u0161ek","family":"Pape\u017e","sequence":"first","affiliation":[{"name":"Department of Physical Medicine and Rehabilitation, Medical Centre Maribor, Maribor, Slovenia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M","family":"Palfy","sequence":"additional","affiliation":[{"name":"Department of Physical Medicine and Rehabilitation, Medical Centre Maribor, Maribor, Slovenia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M","family":"Mertik","sequence":"additional","affiliation":[{"name":"Faculty of Information Studies, Novo Mesto, Slovenia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Z","family":"Turk","sequence":"additional","affiliation":[{"name":"Department of Physical Medicine and Rehabilitation, Medical Centre Maribor, Maribor, Slovenia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2009,5,1]]},"reference":[{"key":"bibr1-147323000903700321","doi-asserted-by":"publisher","DOI":"10.1016\/0268-0033(94)90053-1"},{"key":"bibr2-147323000903700321","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.38.1.134"},{"key":"bibr3-147323000903700321","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1016\/S0749-0712(21)00354-1","volume":"12","author":"von Schroeder HP","year":"1996","journal-title":"Hand Clinics"},{"key":"bibr4-147323000903700321","first-page":"176","volume":"1","author":"Hackett MEJ","year":"1976","journal-title":"Acta Thermographica"},{"key":"bibr5-147323000903700321","doi-asserted-by":"publisher","DOI":"10.1016\/S0363-5023(87)80262-9"},{"key":"bibr6-147323000903700321","doi-asserted-by":"publisher","DOI":"10.1016\/0363-5023(92)90306-A"},{"key":"bibr7-147323000903700321","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.40.3_Part_1.523"},{"key":"bibr8-147323000903700321","doi-asserted-by":"publisher","DOI":"10.1177\/147323000803600625"},{"key":"bibr9-147323000903700321","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-61068-4_4"},{"key":"bibr10-147323000903700321","volume-title":"Carpal Tunnel Syndrome and Other Disorders of the Median Nerve: Clinical Presentation","author":"Rosenbaum RB","year":"2002","edition":"2"},{"key":"bibr11-147323000903700321","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.39282.623553.AD"},{"key":"bibr12-147323000903700321","first-page":"265","volume":"68","author":"Viera AJ","year":"2003","journal-title":"Am Fam Physician"},{"key":"bibr13-147323000903700321","doi-asserted-by":"publisher","DOI":"10.1002\/mus.880100202"},{"key":"bibr14-147323000903700321","unstructured":"Palfy M, Zorman M: Automatic identification of histological features in histological images using artificial neural networks. 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