Detection and classification of skin lesion based neural networks

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dc.contributor.authorAbdullah, Hadeel N.
dc.contributor.authorAbdullah, Aseel N.
dc.contributor.authorHalef, Nejat H.
dc.contributor.authorAbduljaleel, Hala K.
dc.date.accessioned2022-03-08T06:19:38Z
dc.date.available2022-03-08T06:19:38Z
dc.date.issued2021en_US
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Temel Bilimler Bölümüen_US
dc.description.abstractSkin cancers emerge from the skin due to the growth of untypical cells that dispersal to other parts of the body. Through early detection, very high success rates can be achieved in treating most cases of skin cancer, including the most aggressive and deadly forms and types. The objective of this work is brief as follows: First, to collect a real database from Al-Kindi Hospital and Baghdad Medical City. Next, choose smart classification methods for the early detection of skin lesions. Second, propose a new technique for reducing database noise obtained based on convolutional neural networks (CNN). Third, a new algorithm has been proposed for dividing a cutaneous lesion into cutaneous images based on the straight active-contour and morphological processes.en_US
dc.identifier.citationAbdullah, H. N., Abdullah, A. N., Khalaf, N. H., & Abduljaleel, H. K. (2021, October). Detection and Classification of Skin Lesion Based Neural Networks. In 2021 International Conference on Engineering and Emerging Technologies (ICEET) (pp. 1-5). IEEE.en_US
dc.identifier.endpage5en_US
dc.identifier.scopus2-s2.0-85124649548
dc.identifier.scopusqualityN/A
dc.identifier.startpage1en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12939/2266
dc.identifier.wosWOS:000828108100075
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorAbdullah, Aseel N.
dc.language.isoen
dc.publisherIEEEen_US
dc.relation.isversionof10.1109/ICEET53442.2021.9659609en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectSkin Canceren_US
dc.subjectDenoisingen_US
dc.subjectSegmentationen_US
dc.subjectCNNen_US
dc.subjectSVMen_US
dc.subjectKNNen_US
dc.titleDetection and classification of skin lesion based neural networks
dc.typeArticle

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