{"id":"https://openalex.org/W2908960560","doi":"https://doi.org/10.1109/sibgrapi.2018.00028","title":"Barrett's Esophagus Identification Using Color Co-Occurrence Matrices","display_name":"Barrett's Esophagus Identification Using Color Co-Occurrence Matrices","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2908960560","doi":"https://doi.org/10.1109/sibgrapi.2018.00028","mag":"2908960560"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/sibgrapi.2018.00028","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","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/A5000789863","display_name":"Luis A. de Souza","orcid":"https://orcid.org/0000-0002-7060-6097"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luis Souza","raw_affiliation_strings":["Universidade Federal de Sao Carlos, Sao Carlos, SP, BR"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Sao Carlos, Sao Carlos, SP, BR","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042860768","display_name":"Alanna Ebigbo","orcid":"https://orcid.org/0000-0001-7765-035X"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alanna Ebigbo","raw_affiliation_strings":["Klinikum Augsburg III, Medizinische Klinik, Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"Klinikum Augsburg III, Medizinische Klinik, Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032100685","display_name":"Andreas Probst","orcid":"https://orcid.org/0000-0002-1486-9298"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Probst","raw_affiliation_strings":["Klinikum Augsburg III, Medizinische Klinik, Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"Klinikum Augsburg III, Medizinische Klinik, Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048013654","display_name":"Helmut Messmann","orcid":"https://orcid.org/0000-0002-4026-6837"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Helmut Messmann","raw_affiliation_strings":["Klinikum Augsburg III, Medizinische Klinik, Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"Klinikum Augsburg III, Medizinische Klinik, Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003275797","display_name":"Jo\u00e3o Paulo Papa","orcid":"https://orcid.org/0000-0002-6494-7514"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joao Paulo Papa","raw_affiliation_strings":["Department of Computing, S\u00e3o Paulo State University, Bauru, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computing, S\u00e3o Paulo State University, Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042112344","display_name":"Robert Mendel","orcid":"https://orcid.org/0000-0001-8451-1374"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"Regensburg University of Applied Sciences","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Mendel","raw_affiliation_strings":["Regensburg Medical Image Computing, Ostbayerische Technische Hochschule Regensburg, Regensburg, Germany"],"affiliations":[{"raw_affiliation_string":"Regensburg Medical Image Computing, Ostbayerische Technische Hochschule Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034546911","display_name":"Christoph Palm","orcid":"https://orcid.org/0000-0001-9468-2871"},"institutions":[{"id":"https://openalex.org/I120163777","display_name":"Regensburg University of Applied Sciences","ror":"https://ror.org/04b9vrm74","country_code":"DE","type":"education","lineage":["https://openalex.org/I120163777"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Palm","raw_affiliation_strings":["Regensburg Medical Image Computing, Ostbayerische Technische Hochschule Regensburg, Regensburg, Germany"],"affiliations":[{"raw_affiliation_string":"Regensburg Medical Image Computing, Ostbayerische Technische Hochschule Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I120163777"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.183,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":12,"citation_normalized_percentile":{"value":0.900322,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":86,"max":87},"biblio":{"volume":null,"issue":null,"first_page":"166","last_page":"173"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10619","display_name":"Esophageal Cancer Research and Treatment","score":0.9974,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10619","display_name":"Esophageal Cancer Research and Treatment","score":0.9974,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10696","display_name":"Gastric Cancer Management and Outcomes","score":0.9706,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9702,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.70757306},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6855738},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.64098114},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5894974},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47006616},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43350458},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/sibgrapi.2018.00028","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life on land","id":"https://metadata.un.org/sdg/15","score":0.53}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":31,"referenced_works":["https://openalex.org/W1489046562","https://openalex.org/W1544905265","https://openalex.org/W1625255723","https://openalex.org/W1871385855","https://openalex.org/W1980641156","https://openalex.org/W1993815702","https://openalex.org/W2002316733","https://openalex.org/W2025129691","https://openalex.org/W2031676154","https://openalex.org/W2034541525","https://openalex.org/W2044465660","https://openalex.org/W2047822984","https://openalex.org/W2048894164","https://openalex.org/W2056328002","https://openalex.org/W2056739061","https://openalex.org/W2096411924","https://openalex.org/W2106311483","https://openalex.org/W2116051282","https://openalex.org/W2119605622","https://openalex.org/W2151103935","https://openalex.org/W2153635508","https://openalex.org/W2161840081","https://openalex.org/W2167918392","https://openalex.org/W2185661515","https://openalex.org/W2339886540","https://openalex.org/W2593598186","https://openalex.org/W2594425598","https://openalex.org/W2767281311","https://openalex.org/W2794989069","https://openalex.org/W4230651287","https://openalex.org/W4248916828"],"related_works":["https://openalex.org/W4312376745","https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2136016640","https://openalex.org/W2131735617","https://openalex.org/W2123759770","https://openalex.org/W2082269393","https://openalex.org/W2056912418","https://openalex.org/W2043960970","https://openalex.org/W2033213769"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3],"propose":[4],"the":[5,46,74,78,86,92,96,99,106,129,132,148,167,196],"use":[6],"of":[7,16,48,58,187],"single":[8],"channel":[9,94,145],"Color":[10],"Co-occurrence":[11],"Matrices":[12],"for":[13,95,102,114,123,147,195],"texture":[14,180],"description":[15],"Barrett's":[17],"Esophagus":[18],"(BE)":[19],"and":[20,42,51,64,71,77,98,118,143,156,171,179],"adenocarcinoma":[21,52,116],"images.":[22],"Further":[23],"classification":[24,59,103,197],"using":[25,73,91,139],"supervised":[26,100],"learning":[27,80],"techniques,":[28],"such":[29],"as":[30],"Optimum-Path":[31],"Forest":[32],"(OPF),":[33],"Support":[34],"Vector":[35],"Machines":[36],"with":[37,109,151],"Radial":[38],"Basis":[39],"Function":[40],"(SVM-RBF)":[41],"Bayesian":[43],"classifier":[44,142],"supports":[45],"context":[47],"automatic":[49],"BE":[50,124],"diagnosis.":[53],"We":[54],"validated":[55],"three":[56,184],"approaches":[57,186],"based":[60],"on":[61],"patches,":[62],"patients":[63],"images":[65],"in":[66,105,166],"two":[67],"datasets":[68],"(MICCAI":[69],"2015":[70,84],"Augsburg)":[72],"color-and-texture":[75],"descriptors":[76,97],"machine":[79],"techniques.":[81],"Concerning":[82],"MICCAI":[83],"dataset,":[85,131],"best":[87],"results":[88,135],"were":[89,136],"obtained":[90,138],"blue":[93,144],"OPF":[101,141],"purposes":[104],"patch-based":[107],"approach,":[108],"sensitivity":[110,152],"nearly":[111],"to":[112,121,154,159,183,191],"73%":[113],"positive":[115],"identification":[117],"specificity":[119,157],"close":[120,153],"77%":[122],"(non-cancerous)":[125],"patch":[126],"classification.":[127],"Regarding":[128],"Augsburg":[130],"most":[133],"accurate":[134],"also":[137],"both":[140],"descriptor":[146],"feature":[149],"extraction,":[150],"67%":[155],"around":[158],"76%.":[160],"Our":[161],"work":[162],"highlights":[163],"new":[164],"advances":[165],"related":[168],"research":[169],"area":[170],"provides":[172],"a":[173],"promising":[174],"technique":[175],"that":[176],"combines":[177],"color":[178],"information,":[181],"allied":[182],"different":[185],"dataset":[188],"pre-processing":[189],"aiming":[190],"configure":[192],"robust":[193],"scenarios":[194],"step.":[198]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2908960560","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2024-12-10T13:48:37.675204","created_date":"2019-01-25"}