An Artificial Neural Network Classification Approach for use the Ultrasound in Physiotherapy

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dc.contributor.authorIsik, Hakan
dc.contributor.authorArslan, Sema
dc.date.accessioned2020-03-26T18:13:43Z
dc.date.available2020-03-26T18:13:43Z
dc.date.issued2011
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractIn this study, a classification to be used in physiotherapy was realized by means of Artificial Neural Network (ANN). The aim of the classification was to determine the treatment length and appropriate ultrasound value for the age of physiotherapy patients, the area on which ultrasound will be applied, the fat rate in tissue and related factors. For this purpose, the patient information obtained from Sel double dagger uk University, Meram School of Medicine Hospital, Physiotherapy Department was used. In order to identify the appropriate ultrasound value and treatment length for the patient, the ultrasound therapy device realized with ANN was placed together in an embedded system. The results obtained by means of the designed and realized embedded system were compared with data gathered from an expert. As a result, the data obtained from the designed system were found out to be in line with the existing data.en_US
dc.description.sponsorshipSelcuk UniversitySelcuk Universityen_US
dc.description.sponsorshipThis study was produced as a result of Sema Arslan's master's thesis in S.U. Institute of Science. We present our thanks to Selcuk University Scientific Research Projects for their financial support and contributions.en_US
dc.identifier.doi10.1007/s10916-009-9410-6en_US
dc.identifier.endpage1341en_US
dc.identifier.issn0148-5598en_US
dc.identifier.issn1573-689Xen_US
dc.identifier.issue6en_US
dc.identifier.pmid20703780en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1333en_US
dc.identifier.urihttps://dx.doi.org/10.1007/s10916-009-9410-6
dc.identifier.urihttps://hdl.handle.net/20.500.12395/26105
dc.identifier.volume35en_US
dc.identifier.wosWOS:000297914200001en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherSPRINGERen_US
dc.relation.ispartofJOURNAL OF MEDICAL SYSTEMSen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectUltrasounden_US
dc.subjectUltrasonic therapyen_US
dc.subjectArtificial neural networken_US
dc.titleAn Artificial Neural Network Classification Approach for use the Ultrasound in Physiotherapyen_US
dc.typeArticleen_US

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