Quasi-Supervised Learning on Dna Regions in Colon Cancer Histology Slides
| dc.contributor.author | Köktürk, Başak Esin | |
| dc.contributor.author | Karaçalı, Bilge | |
| dc.date.accessioned | 2021-01-24T18:31:50Z | |
| dc.date.available | 2021-01-24T18:31:50Z | |
| dc.date.issued | 2013 | |
| dc.description | 21st Signal Processing and Communications Applications Conference (SIU) | en_US |
| dc.description.abstract | The aim of this study, nuclei base automatic detection of cancerous regions via determination of DNA-rich regions in high definition histology images. In the study; DNA-rich regions were determined using k-means clustering and some mathematical morphology operations, the diseased regions were diagnosed using morphological characteristics via quasi-supervised learning. It's observed that quasi-supervised learning method successfully separates cancerous chromatin regions from others successfully with experiments of colon cross-section histology images. | en_US |
| dc.identifier.isbn | 978-1-4673-5563-6 | |
| dc.identifier.isbn | 978-1-4673-5562-9 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.uri | https://hdl.handle.net/11147/9978 | |
| dc.language.iso | tr | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | 2013 21st Signal Processing and Communications Applications Conference, SIU 2013 | en_US |
| dc.relation.ispartofseries | Signal Processing and Communications Applications Conference | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Quasi-supervised learning | en_US |
| dc.subject | mathematical morphology | en_US |
| dc.subject | segmentation | en_US |
| dc.title | Quasi-Supervised Learning on Dna Regions in Colon Cancer Histology Slides | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Köktürk, Başak Esin | |
| gdc.author.institutional | Karaçalı, Bilge | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::conference output | |
| gdc.description.department | İzmir Institute of Technology. Electrical and Electronics Engineering | en_US |
| gdc.description.departmenttemp | [Kokturk, Basak Esin; Karacali, Bilge] Izmir Yuksek Teknol Enstitusu, Izmir, Turkey | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | N/A | |
| gdc.description.wosquality | N/A | |
| gdc.identifier.wos | WOS:000325005300150 | |
| gdc.index.type | WoS | |
| gdc.wos.citedcount | 0 | |
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