Prediction diabetic retinopathy from retinal fundus images via artificial neural network

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dc.authorid0000-0002-3624-722Xen_US
dc.date.accessioned2024-07-12T20:46:52Z
dc.date.available2024-07-12T20:46:52Z
dc.date.issued2021en_US
dc.departmentFakülteler, İnsan ve Toplum Bilimleri Fakültesi, Matematik Bölümüen_US
dc.description.abstract. Diabetic Retinopathy (DR) is a vascular disorder affecting the retina due to prolonged diabetes. DR is one of the causes of vision defection. The risk of blindness can be reduced significantly in patients by early screening of diabetic patients for the development of diabetic retinopathy. In this study, vascular structure was extracted from fundus images using the Kirsch‘s method. Gaussian filter has been applied to the extracted vascular structure and removed from its noise. In this way, the detection of DR by pre-trained artificial intelligence has been made significantly easier.en_US
dc.identifier.citationYenikaya, M. A. ve Güvenoğlu, E. (2021). Prediction diabetic retinopathy from retinal fundus images via artificial neural network. Fourth International Conference of Mathematical Sciences, Maltepe Üniversitesi. s. 1-5.en_US
dc.identifier.doi10.1063/5.0042204
dc.identifier.endpage5en_US
dc.identifier.isbn978-0-7354-4078-4
dc.identifier.startpage1en_US
dc.identifier.urihttps://aip.scitation.org/doi/10.1063/5.0042204
dc.identifier.urihttps://doi.prg/10.1063/5.0042204
dc.identifier.urihttps://hdl.handle.net/20.500.12415/1918
dc.identifier.wosWOS:000664201400014en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Science
dc.institutionauthorYenikaya, Muhammed Akif
dc.institutionauthorGüvenoğlu, Erdal
dc.language.isoenen_US
dc.publisherMaltepe Üniversitesien_US
dc.relation.ispartofFourth International Conference of Mathematical Sciencesen_US
dc.relation.publicationcategoryUluslararası Konferans Öğesien_US
dc.rightsCC0 1.0 Universal*
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rights.urihttp://creativecommons.org/publicdomain/zero/1.0/*
dc.snmzKY07331
dc.subjectDiabetic Retinopathyen_US
dc.subjectArtificial Neural Networken_US
dc.subjectRetinal Imageen_US
dc.titlePrediction diabetic retinopathy from retinal fundus images via artificial neural networken_US
dc.typeConference Object
dspace.entity.typePublication

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