Please use this identifier to cite or link to this item: http://cmuir.cmu.ac.th/jspui/handle/6653943832/1422
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dc.contributor.authorAuephanwiriyakul S.en_US
dc.contributor.authorSumonphan E.en_US
dc.contributor.authorTheera-Umpon N.en_US
dc.contributor.authorTayapiwatana C.en_US
dc.date.accessioned2014-08-29T09:29:17Z-
dc.date.available2014-08-29T09:29:17Z-
dc.date.issued2011en_US
dc.identifier.issn1692607en_US
dc.identifier.other10.1016/j.cmpb.2010.12.014en_US
dc.identifier.other21257221en_US
dc.identifier.otherCMPBEen_US
dc.identifier.urihttp://www.scopus.com/inward/record.url?eid=2-s2.0-79952040069&partnerID=40&md5=910ab0f28e94302d1ec5d71518832b4cen_US
dc.identifier.urihttp://www.ncbi.nlm.nih.gov/pubmed/21257221en_US
dc.identifier.urihttp://cmuir.cmu.ac.th/handle/6653943832/1422-
dc.description.abstractFollow-up of human immunodeficiency virus (HIV) patients treated with Nevirapine (NVP) is a necessary process to evaluate the drug resistance and the HIV mutation. It is also usually tested by immunochromatographic (IC) strip test. However, it is difficult to estimate the amount of drug the patient gets by visually inspection of color. In this paper, we propose an automatic interpretation system using a commercialized optical scanner. Several IC strips can be placed at any direction as long as they are on the scanner plate. There are three steps in the system, i.e., light intensity normalization, image segmentation and NVP concentration interpretation. We utilized the Support Vector Regression to interpret the NVP concentration. From the results, we found out the performance of the system is promising and better than that of the linear and nonlinear regression. © 2011 Elsevier Ireland Ltd.en_US
dc.language.isoEnglishen_US
dc.titleAutomatic Nevirapine concentration interpretation system using support vector regressionen_US
dc.typeArticleen_US
article.title.sourcetitleComputer Methods and Programs in Biomedicineen_US
article.volume101en_US
article.spage271en_US
article.epage281en_US
article.sjr0.12en_US
article.hindex41en_US
article.publisher.countryNetherlandsen_US
article.stream.affiliationsComputer Engineering Department, Faculty of Engineering, Chiang Mai University, Chiang Mai 50200, Thailand; Biomedical Engineering Center, Chiang Mai University, Chiang Mai 50200, Thailand; Electrical Engineering Department, Faculty of Engineering, Chiang Mai University, Chiang Mai 50200, Thailand; Division of Clinical Immunology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai 50200, Thailand; Biomedical Technology Research Center, National Center for Genetic Engineering and Biotechnology, National Sciences and Tech. Development Agency, Faculty of Ass. Med. Sciences, Chiang Mai Univ., Chiang Mai 50200, Thailanden_US
article.stream.correspondenceAuephanwiriyakul, S.; Computer Engineering Department, Faculty of Engineering, Chiang Mai University, Chiang Mai 50200, Thailand; email: sansanee@ieee.orgen_US
Appears in Collections:ENG: Journal Articles

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