| dc.contributor.author | Tulum, Gökalp | en_US |
| dc.contributor.author | Osman, Onur | en_US |
| dc.contributor.author | Dandin, Özgür | en_US |
| dc.contributor.author | Bolat, Bülent | en_US |
| dc.contributor.author | Ergin, Tuncer | en_US |
| dc.contributor.author | Cüce, Ferhat | en_US |
| dc.date.accessioned | 2019-10-29T17:48:39Z | |
| dc.date.available | 2019-10-29T17:48:39Z | |
| dc.date.issued | 2019 | |
| dc.identifier.isbn | 9781728110134 | |
| dc.identifier.uri | https://dx.doi.org/10.1109/EBBT.2019.8741701 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12294/1898 | |
| dc.description | 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019 -- 24 April 2019 through 26 April 2019 -- | en_US |
| dc.description.abstract | Nowadays, Computer-aided detection (CAD) systems are used to assist radiologists to detect colonic polyps. In this work, we aimed to develop convolutional neural network based classification system for automated detection of polyps. 2D projection images of polyps were used as the input of convolutional neural network. Our classification system performs at 91.89% sensitivity for polyps with 0 false positives per dataset. © 2019 IEEE. | en_US |
| dc.language.iso | tur | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | 2019 Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science, EBBT 2019 | en_US |
| dc.identifier.doi | 10.1109/EBBT.2019.8741701 | en_US |
| dc.identifier.doi | 10.1109/EBBT.2019.8741701 | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Convolutional neural network | en_US |
| dc.subject | Polyp classification | en_US |
| dc.title | Colonic polyp classification using projection image and convolutional neural network | en_US |
| dc.title.alternative | Kolonik polip iz düşüm görüntülerinde konvolüsyonel sinir ağı ile sınıflandırma | en_US |
| dc.type | conferenceObject | en_US |
| dc.department | İstanbul Arel Üniversitesi, Mühendislik-Mimarlık Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.department-temp | Tulum, G., Elektrik-Elektronik Mühendisli?i Bölümü, Istanbul Arel Üniversitesi, Istanbul, Turkey; Osman, O., Elektrik-Elektronik Mühendisli?i Bölümü, Istanbul Arel Üniversitesi, Istanbul, Turkey; Dandin, O., Akdeniz Üniversitesi Tip Fakültesi Hastanesi, Genel Cerrahi AD., Antalya, Turkey; Bolat, B., Elektronik Haberleşme Mühendisli?i Bölümü, Yildiz Teknik Üniversitesi, Istanbul, Turkey; Ergin, T., Elektronik Haberleşme Mühendisli?i Bölümü, Yildiz Teknik Üniversitesi, Istanbul, Turkey; Cüce, F., Radyoloji Bölümü, SBÜ Gülhane E?itim Ve Araştirma Hastanesi, Ankara, Turkey | en_US |
