An Intelligent System for the Classification of Lung Cancer Based on Deep Learning Strategy

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dc.authoridARSLAN, Ahmet Kadir/0000-0001-8626-9542
dc.authoridÇOLAK, CEMİL/0000-0001-5406-098X
dc.authorwosidYaşar, Şeyma/ABI-8055-2020
dc.authorwosidARSLAN, Ahmet Kadir/AAA-2409-2020
dc.authorwosidÇOLAK, CEMİL/ABI-3261-2020
dc.contributor.authorArslan, Ahmet Kadir
dc.contributor.authorYasar, Seyma
dc.contributor.authorColak, Cemil
dc.date.accessioned2024-08-04T20:46:55Z
dc.date.available2024-08-04T20:46:55Z
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.abstractThis study intends to develop an easy-to-use software using deep learning algorithms classification of benign and malignant lung nodules with high accuracy. In modelling phase Keras library and convolutional neural networks model are used. To construct user interface, shiny web framework is utilized. Experimental findings showed that the convolutional neural network model has high classification performance metrics of benign and malignant lung nodules on computed tomography images. As future research, it will be aimed to develop new software for medical images of other types of definitely diagnosed diseases by using appropriate deep learning models. The developed software is available at: biostatapps.inonu.edu.tr/AKSY/en_US
dc.description.sponsorshipIEEE Turkey Sect,Anatolian Sci,Inonu Univ, Comp Sci Dept,Inonu Univ, Muhendisli Fakultesien_US
dc.identifier.doi10.1109/idap.2019.8875896
dc.identifier.scopus2-s2.0-85074897830en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/idap.2019.8875896
dc.identifier.urihttps://hdl.handle.net/11616/99049
dc.identifier.wosWOS:000591781100027en_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.subjectlung canceren_US
dc.subjectshinyen_US
dc.subjectcomputed tomographyen_US
dc.titleAn Intelligent System for the Classification of Lung Cancer Based on Deep Learning Strategyen_US
dc.typeConference Objecten_US

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