Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling. Issue 2 (November 2015)

• Record Type: Journal Article
• Authors: Rashkovska, Aleksandra; Kocev, Dragi; Trobec, Roman
• Is Part Of: Computer methods and programs in biomedicine. Volume 122:Issue 2(2015)
• Page Start: 136
• Page End: 148
• Publication Date: 2015-11
• Subjects: Medicine -- Computer programs -- Periodicals; Biology -- Computer programs -- Periodicals; Computers -- Periodicals; Medicine -- Periodicals; Médecine -- Logiciels -- Périodiques; Biologie -- Logiciels -- Périodiques; Biology -- Computer programs; Medicine -- Computer programs; Periodicals; Electronic journals; 610.28
• DOI: 10.1016/j.cmpb.2015.07.004
• Languages: English
• ISSNs: 0169-2607

Abstract

<abstract abstract-type="author-highlights" id="abs0005"> <title id="sect0005">Highlights</title> <sec> <p id="spar0005"> <list id="lis0005"> <list-item id="lsti0005"> <label></label> <p id="par0005">Non-invasive real-time prediction of inner body temperature variables during cryotherapy.</p> </list-item> <list-item id="lsti0010"> <label></label> <p id="par0010">Validated simulation model of the cryotherapeutic treatment.</p> </list-item> <list-item id="lsti0015"> <label></label> <p id="par0015">Machine learning methods on the simulated data to construct a predictive model.</p> </list-item> <list-item id="lsti0020"> <label></label> <p id="par0020">Feature ranking with the RReliefF method.</p> </list-item> <list-item id="lsti0025"> <label></label> <p id="par0025">Using only skin temperatures as input attributes gives excellent prediction.</p> </list-item> </list> </p> </sec> </abstract>