Automatic colon polyp flagging via geometric and texture features
Resumen:
Computer Tomographic Colonography, combined with computer-aided detection (CAD), is a promising emerging technique for colonic polyp analysis. We present a CAD scheme for polyp flagging based on new texture and geometric features that consider both the information in the candidate polyp location and its immediate surrounding area, testing multiple sizes. The proposed algorithm is tested with ground truth data, including flat and small polyps, with very promising results.
| 2010 | |
|
Computed tomography Virtual Colonoscopy Computer-aided detection |
|
| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/46992 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| _version_ | 1875692332590825472 |
|---|---|
| author | Sapiro, Guillermo |
| author2 | Aguirre, Sergio Fiori, Marcelo |
| author2_role | author author |
| author_facet | Sapiro, Guillermo Aguirre, Sergio Fiori, Marcelo |
| author_role | author |
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| collection | COLIBRI |
| dc.creator.none.fl_str_mv | Sapiro, Guillermo Aguirre, Sergio Fiori, Marcelo |
| dc.date.accessioned.none.fl_str_mv | 2024-11-13T19:24:32Z |
| dc.date.available.none.fl_str_mv | 2024-11-13T19:24:32Z |
| dc.date.issued.es.fl_str_mv | 2010 |
| dc.date.submitted.es.fl_str_mv | 20241113 |
| dc.description.abstract.none.fl_txt_mv | Computer Tomographic Colonography, combined with computer-aided detection (CAD), is a promising emerging technique for colonic polyp analysis. We present a CAD scheme for polyp flagging based on new texture and geometric features that consider both the information in the candidate polyp location and its immediate surrounding area, testing multiple sizes. The proposed algorithm is tested with ground truth data, including flat and small polyps, with very promising results. |
| dc.description.es.fl_txt_mv | Trabajo presentado y publicado en Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 2010. |
| dc.identifier.citation.es.fl_str_mv | Fiori, M, Musé, P, Aguirre, S, Sapiro, G. "Automatic colon polyp flagging via geometric and texture features" Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 2010, doi: 10.1109/IEMBS.2010.5627185. |
| dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/46992 |
| dc.language.iso.none.fl_str_mv | en eng |
| dc.rights.license.none.fl_str_mv | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:COLIBRI instname:Universidad de la República instacron:Universidad de la República |
| dc.subject.es.fl_str_mv | Computed tomography Virtual Colonoscopy Computer-aided detection |
| dc.title.none.fl_str_mv | Automatic colon polyp flagging via geometric and texture features |
| dc.type.es.fl_str_mv | Ponencia |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/conferenceObject |
| dc.type.version.none.fl_str_mv | info:eu-repo/semantics/publishedVersion |
| description | Trabajo presentado y publicado en Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 2010. |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | COLIBRI_07b13981f93adaccbcb153b69527d91c |
| identifier_str_mv | Fiori, M, Musé, P, Aguirre, S, Sapiro, G. "Automatic colon polyp flagging via geometric and texture features" Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 2010, doi: 10.1109/IEMBS.2010.5627185. |
| instacron_str | Universidad de la República |
| institution | Universidad de la República |
| instname_str | Universidad de la República |
| language | eng |
| language_invalid_str_mv | en |
| network_acronym_str | COLIBRI |
| network_name_str | COLIBRI |
| oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/46992 |
| publishDate | 2010 |
| reponame_str | COLIBRI |
| repository.mail.fl_str_mv | karina.camps@seciu.edu.uy |
| repository.name.fl_str_mv | COLIBRI - Universidad de la República |
| repository_id_str | 4771 |
| rights_invalid_str_mv | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| spelling | 2024-11-13T19:24:32Z2024-11-13T19:24:32Z201020241113Fiori, M, Musé, P, Aguirre, S, Sapiro, G. "Automatic colon polyp flagging via geometric and texture features" Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 2010, doi: 10.1109/IEMBS.2010.5627185.https://hdl.handle.net/20.500.12008/46992Trabajo presentado y publicado en Annual International Conference of the IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 2010.Computer Tomographic Colonography, combined with computer-aided detection (CAD), is a promising emerging technique for colonic polyp analysis. We present a CAD scheme for polyp flagging based on new texture and geometric features that consider both the information in the candidate polyp location and its immediate surrounding area, testing multiple sizes. The proposed algorithm is tested with ground truth data, including flat and small polyps, with very promising results.Made available in DSpace on 2024-11-13T19:24:32Z (GMT). No. of bitstreams: 5 FMAS2010.pdf: 854573 bytes, checksum: a8ffa060423b96859b3be306334a6f3d (MD5) license_text: 21936 bytes, checksum: 9833653f73f7853880c94a6fead477b1 (MD5) license_url: 49 bytes, checksum: 4afdbb8c545fd630ea7db775da747b2f (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) license.txt: 4244 bytes, checksum: 528b6a3c8c7d0c6e28129d576e989607 (MD5) Previous issue date: 2010enengLas obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad De La República. (Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Computed tomographyVirtual ColonoscopyComputer-aided detectionAutomatic colon polyp flagging via geometric and texture featuresPonenciainfo:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaSapiro, GuillermoAguirre, SergioFiori, MarceloProcesamiento de SeñalesTratamiento de 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- Universidad de la Repúblicafalse |
| spellingShingle | Automatic colon polyp flagging via geometric and texture features Sapiro, Guillermo Computed tomography Virtual Colonoscopy Computer-aided detection |
| status_str | publishedVersion |
| title | Automatic colon polyp flagging via geometric and texture features |
| title_full | Automatic colon polyp flagging via geometric and texture features |
| title_fullStr | Automatic colon polyp flagging via geometric and texture features |
| title_full_unstemmed | Automatic colon polyp flagging via geometric and texture features |
| title_short | Automatic colon polyp flagging via geometric and texture features |
| title_sort | Automatic colon polyp flagging via geometric and texture features |
| topic | Computed tomography Virtual Colonoscopy Computer-aided detection |
| url | https://hdl.handle.net/20.500.12008/46992 |
