Publication: An Artificial Intelligence Based Software Application for Microcalcification Detection on Mammogram Images
| dc.authorscopusid | 36084505100 | |
| dc.contributor.author | Işeri, I. | |
| dc.date.accessioned | 2025-12-10T23:16:55Z | |
| dc.date.issued | 2016 | |
| dc.department | Ondokuz Mayıs Üniversitesi | en_US |
| dc.department-temp | [Işeri] Ismail, Bilgisayar Mühendisliǧi Bölümü, Ondokuz Mayis Üniversitesi, Samsun, Turkey | en_US |
| dc.description.abstract | In this study, a software framework is proposed for detecting of microcalcification clusters which are abnormalities in mammogram images. Apart from the two well known methods two different feature extraction methods integrating to this software an artificial intelligence based detection system has been developed. In the study Gray Level Co-occrrance Matrix(GLCM), Equal Width Discritization(EWD2), Wavelet Transform and Multiple Window Based Analysis (MWBA) were used as for feature extraction Artifical Neural Network (ANN) was used as classifier. The highest AUC value was obtained by the MWBA method(AUC≤0,91). © 2016 IEEE. | en_US |
| dc.identifier.doi | 10.1109/SIU.2016.7496154 | |
| dc.identifier.endpage | 1976 | en_US |
| dc.identifier.isbn | 9781509016792 | |
| dc.identifier.scopus | 2-s2.0-84982790329 | |
| dc.identifier.startpage | 1973 | en_US |
| dc.identifier.uri | https://doi.org/10.1109/SIU.2016.7496154 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12712/35325 | |
| dc.institutionauthor | Işeri, I. | |
| dc.language.iso | tr | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | -- 24th Signal Processing and Communication Application Conference, SIU 2016 -- 2016-05-16 Through 2016-05-19 -- Zonguldak -- 122605 | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Artificial Intelligence | en_US |
| dc.subject | Breast Cancer | en_US |
| dc.subject | Microcalcification Detection | en_US |
| dc.title | An Artificial Intelligence Based Software Application for Microcalcification Detection on Mammogram Images | en_US |
| dc.title.alternative | Mamogram Görüntülerinden Mikrokireçlenme Tespitinde Yapay Zeka Temelli Bir Yazılım Uygulaması | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication |