| dc.contributor.author | Kilic, Niyazi | |
| dc.contributor.author | Ucan, Osman Nuri | |
| dc.contributor.author | Osman, Onur | |
| dc.date.accessioned | 2021-03-04T10:20:36Z | |
| dc.date.available | 2021-03-04T10:20:36Z | |
| dc.identifier.citation | Kilic N., Osman O., Ucan O. N. , "Colon Segmentation and The Detection of Colonic Polyp with Template Matching in CT Images", IEEE 16th Signal Processing and Communications Applications Conference, Aydın, Türkiye, 20 - 22 Nisan 2008, ss.784-785 | |
| dc.identifier.other | vv_1032021 | |
| dc.identifier.other | av_6cb250a5-8b09-4051-82be-ed6687e624b3 | |
| dc.identifier.uri | http://hdl.handle.net/20.500.12627/75131 | |
| dc.identifier.uri | https://doi.org/10.1109/siu.2008.4632731 | |
| dc.description.abstract | In this paper, we introduced a novel Computer Aided Detection (CAD) system for colonic polyp defection in CT data. The CAD system extracts colon region from CT images using cellular neural network (CNN) which its parameters of A,B and I templates are optimized by genetic algorithm in order to improve segmentation performance. Region of interest (ROI) of all slices were combined together to acquire a 3D ROI image and then we generate a 3D ROI image (3D segmented colon. Then the system performs 3D template matching with jour layers of 12 x 12 cells to detect polyps. The CAD system was evaluated with 1148 CT images from 11 patients containing 15 marked polyps. The overall sensitivity of our CAD system is, 100% with the level of 10 FPs per case | |
| dc.language.iso | eng | |
| dc.subject | Bilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği | |
| dc.subject | Sinyal İşleme | |
| dc.subject | Mühendislik ve Teknoloji | |
| dc.subject | Klinik Tıp (MED) | |
| dc.subject | TELEKOMÜNİKASYON | |
| dc.subject | Tıp | |
| dc.subject | Sağlık Bilimleri | |
| dc.subject | GÖRÜNTÜLEME BİLİMİ VE FOTOĞRAF TEKNOLOJİSİ | |
| dc.subject | Mühendislik, Bilişim ve Teknoloji (ENG) | |
| dc.subject | Mühendislik | |
| dc.subject | MÜHENDİSLİK, ELEKTRİK VE ELEKTRONİK | |
| dc.subject | Klinik Tıp | |
| dc.title | Colon Segmentation and The Detection of Colonic Polyp with Template Matching in CT Images | |
| dc.type | Bildiri | |
| dc.contributor.department | İstanbul Ticaret Üniversitesi , , | |
| dc.contributor.firstauthorID | 134579 | |
