{"id":"https://openalex.org/W2159553587","doi":"https://doi.org/10.1109/isbi.2011.5872368","title":"Gabor textons for classification of gastroenterology images","display_name":"Gabor textons for classification of gastroenterology images","publication_year":2011,"publication_date":"2011-03-01","ids":{"openalex":"https://openalex.org/W2159553587","doi":"https://doi.org/10.1109/isbi.2011.5872368","mag":"2159553587"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2011.5872368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2011.5872368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005093152","display_name":"Farhan Riaz","orcid":"https://orcid.org/0000-0002-8669-7165"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"F. Riaz","raw_affiliation_strings":["Instituto de Telecomunica\u00e7\u00f5es, Faculdade de Ci\u00eancias, Universidade do Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Faculdade de Ci\u00eancias, Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087339988","display_name":"Miguel Areia","orcid":"https://orcid.org/0000-0001-9787-8175"},"institutions":[{"id":"https://openalex.org/I17129648","display_name":"Instituto Portugu\u00eas de Oncologia de Coimbra Francisco Gentil","ror":"https://ror.org/047xxvg44","country_code":"PT","type":"government","lineage":["https://openalex.org/I17129648"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M. Areia","raw_affiliation_strings":["Instituto Portugu\u00eas de Oncologia, Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Portugu\u00eas de Oncologia, Coimbra, Portugal","institution_ids":["https://openalex.org/I17129648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016519020","display_name":"F. Baldaque Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I1335113835","display_name":"Karolinska University Hospital","ror":"https://ror.org/00m8d6786","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I1335113835"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"F. Baldaque Silva","raw_affiliation_strings":["Karolinska Universitetssjukhus, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karolinska Universitetssjukhus, Sweden","institution_ids":["https://openalex.org/I1335113835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014360454","display_name":"M\u00e1rio Dinis\u2010Ribeiro","orcid":"https://orcid.org/0000-0003-0121-6850"},"institutions":[{"id":"https://openalex.org/I4210111164","display_name":"IPO Porto","ror":"https://ror.org/027ras364","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I4210111164"]},{"id":"https://openalex.org/I4210137384","display_name":"Centre for Health Technology and Services Research","ror":"https://ror.org/0434vme59","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4210137384"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M. Dinis-Ribeiro","raw_affiliation_strings":["Faculdade de Medicina do Porto and Instituto Portugu\u00eas de Oncologia, CINTESIS, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculdade de Medicina do Porto and Instituto Portugu\u00eas de Oncologia, CINTESIS, Porto, Portugal","institution_ids":["https://openalex.org/I4210111164","https://openalex.org/I4210137384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105936963","display_name":"Pedro-Pimentel Nunes","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111164","display_name":"IPO Porto","ror":"https://ror.org/027ras364","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I4210111164"]},{"id":"https://openalex.org/I4210137384","display_name":"Centre for Health Technology and Services Research","ror":"https://ror.org/0434vme59","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4210137384"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"P. Pimentel Nunes","raw_affiliation_strings":["Faculdade de Medicina do Porto and Instituto Portugu\u00eas de Oncologia, CINTESIS, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculdade de Medicina do Porto and Instituto Portugu\u00eas de Oncologia, CINTESIS, Porto, Portugal","institution_ids":["https://openalex.org/I4210111164","https://openalex.org/I4210137384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038594477","display_name":"Miguel Coimbra","orcid":"https://orcid.org/0000-0001-7501-6523"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M. Coimbra","raw_affiliation_strings":["Instituto de Telecomunica\u00e7\u00f5es, Faculdade de Ci\u00eancias, Universidade do Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Faculdade de Ci\u00eancias, Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I4210120471","https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":null,"first_page":"117","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/chromoendoscopy","display_name":"Chromoendoscopy","score":0.6670284271240234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6111440062522888},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.58719801902771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5696296095848083},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.47662675380706787},{"id":"https://openalex.org/keywords/narrow-band-imaging","display_name":"Narrow-band imaging","score":0.476031094789505},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4563615024089813},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44171229004859924},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4206109941005707},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.297762393951416},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.296395868062973},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.22506648302078247},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22375068068504333},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.21612492203712463},{"id":"https://openalex.org/keywords/endoscopy","display_name":"Endoscopy","score":0.10956424474716187}],"concepts":[{"id":"https://openalex.org/C2777490804","wikidata":"https://www.wikidata.org/wiki/Q5113878","display_name":"Chromoendoscopy","level":5,"score":0.6670284271240234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6111440062522888},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.58719801902771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5696296095848083},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.47662675380706787},{"id":"https://openalex.org/C2781399487","wikidata":"https://www.wikidata.org/wiki/Q6966306","display_name":"Narrow-band imaging","level":3,"score":0.476031094789505},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4563615024089813},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44171229004859924},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4206109941005707},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.297762393951416},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.296395868062973},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.22506648302078247},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22375068068504333},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.21612492203712463},{"id":"https://openalex.org/C2778451229","wikidata":"https://www.wikidata.org/wiki/Q212809","display_name":"Endoscopy","level":2,"score":0.10956424474716187},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2011.5872368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2011.5872368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.75}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1574818812","https://openalex.org/W2043233966","https://openalex.org/W2062782270","https://openalex.org/W2063338897","https://openalex.org/W2065024433","https://openalex.org/W2108082645","https://openalex.org/W2122983662","https://openalex.org/W2973818247","https://openalex.org/W4205687621","https://openalex.org/W6634504512","https://openalex.org/W6682747227"],"related_works":["https://openalex.org/W2609982303","https://openalex.org/W2948448870","https://openalex.org/W2327611576","https://openalex.org/W2609607294","https://openalex.org/W2377265350","https://openalex.org/W2314950264","https://openalex.org/W4235866145","https://openalex.org/W2063938491","https://openalex.org/W3161975135","https://openalex.org/W3030695164"],"abstract_inverted_index":{"Automatic":[0],"classification":[1,49,88],"of":[2,39,50,89],"cancer":[3],"lesions":[4],"for":[5,47,76,86],"gastroenterology":[6],"imaging":[7,55,78],"scenarios":[8],"poses":[9],"novel":[10],"challenges":[11],"to":[12,18],"computer":[13],"assisted":[14],"decision":[15],"systems,":[16],"owing":[17],"their":[19,82],"distinct":[20,54],"visual":[21],"characteristics":[22],"such":[23],"as":[24],"reduced":[25],"color":[26],"spaces":[27],"or":[28],"natural":[29],"organic":[30],"textures.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"explore":[36],"the":[37,48,87],"prospects":[38],"using":[40],"Gabor":[41],"filters":[42],"in":[43],"a":[44],"texton":[45],"framework":[46],"images":[51],"from":[52],"two":[53],"modalities":[56],"(chromoendoscopy":[57],"and":[58,67],"narrow-band":[59],"imaging)":[60],"into":[61],"three":[62],"different":[63],"groups:":[64],"normal,":[65],"precancerous":[66],"cancerous.":[68],"Results":[69],"show":[70],"that":[71],"they":[72],"produce":[73],"consistent":[74],"results":[75],"both":[77],"modalities,":[79],"hinting":[80],"on":[81],"possible":[83],"generic":[84],"use":[85],"in-body":[90],"images.":[91]},"counts_by_year":[{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
