Deep learning based-classification of dementia in magnetic resonance imaging scans

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dc.authoridARSLAN, Ahmet Kadir/0000-0001-8626-9542
dc.authoridÇOLAK, CEMİL/0000-0001-5406-098X;
dc.authorwosidARSLAN, Ahmet Kadir/AAA-2409-2020
dc.authorwosidÇOLAK, CEMİL/ABI-3261-2020
dc.authorwosidUcuzal, Hasan/GWC-0566-2022
dc.contributor.authorUcuzal, Hasan
dc.contributor.authorArslan, Ahmet K.
dc.contributor.authorColak, Cemil
dc.date.accessioned2024-08-04T20:46:54Z
dc.date.available2024-08-04T20:46:54Z
dc.date.issued2019
dc.departmentİnönü Üniversitesien_US
dc.descriptionInternational Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 21-22, 2019 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractDeep learning is much preferred in image processing applications since it can give fast and important results. This research aims at developing an open source software for deep learning based-classification of dementia in magnetic resonance imaging scans. Keras (i.e., a deep-learning framework) is employed for constructing a deep learning based-model that could be discriminate between dementia patients and healthy individuals. The achieved findings demonstrate that the proposed system can be used to detect individuals with suspected dementia disease.en_US
dc.description.sponsorshipIEEE Turkey Sect,Anatolian Sci,Inonu Univ, Comp Sci Dept,Inonu Univ, Muhendisli Fakultesien_US
dc.identifier.doi10.1109/idap.2019.8875961
dc.identifier.scopus2-s2.0-85074879792en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/idap.2019.8875961
dc.identifier.urihttps://hdl.handle.net/11616/99029
dc.identifier.wosWOS:000591781100089en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIeeeen_US
dc.relation.ispartof2019 International Conference on Artificial Intelligence and Data Processing (Idap 2019)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectClassificationen_US
dc.subjectdeep-learningen_US
dc.subjectdementiaen_US
dc.subjectKerasen_US
dc.subjectmagnetic resonance imagingen_US
dc.titleDeep learning based-classification of dementia in magnetic resonance imaging scansen_US
dc.typeConference Objecten_US

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