{"id":"https://openalex.org/W2765195178","doi":"https://doi.org/10.23919/eusipco.2017.8081630","title":"Prognostic prediction of histopathological images by local binary patterns and RUSBoost","display_name":"Prognostic prediction of histopathological images by local binary patterns and RUSBoost","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2765195178","doi":"https://doi.org/10.23919/eusipco.2017.8081630","mag":"2765195178"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco.2017.8081630","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2017.8081630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th European Signal Processing Conference (EUSIPCO)","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/A5011938134","display_name":"Jarle Urdal","orcid":"https://orcid.org/0000-0002-2492-3331"},"institutions":[{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jarle Urdal","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Stavanger, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068843545","display_name":"Kjersti Engan","orcid":"https://orcid.org/0000-0002-8970-0067"},"institutions":[{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Kjersti Engan","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Stavanger, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056132605","display_name":"Vebj\u00f8rn Kvikstad","orcid":"https://orcid.org/0000-0003-2980-8217"},"institutions":[{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Vebjorn Kvikstad","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Stavanger, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"last","author":{"id":null,"display_name":"Emilius A.M. Janssen","orcid":null},"institutions":[{"id":"https://openalex.org/I2800132241","display_name":"Stavanger University Hospital","ror":"https://ror.org/04zn72g03","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I2800132241"]},{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Emilius A.M. Janssen","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Stavanger, Norway","Department of Pathology, Stavanger University Hospital, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]},{"raw_affiliation_string":"Department of Pathology, Stavanger University Hospital, Norway","institution_ids":["https://openalex.org/I2800132241"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2349","last_page":"2353"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9907000064849854,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/local-binary-patterns","display_name":"Local binary patterns","score":0.8251198530197144},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.5802038311958313},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.530781626701355},{"id":"https://openalex.org/keywords/tumor-grade","display_name":"Tumor grade","score":0.49251994490623474},{"id":"https://openalex.org/keywords/carcinoma","display_name":"Carcinoma","score":0.45084431767463684},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4380650520324707},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.3711121678352356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3348776698112488},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3174365758895874},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.23516687750816345},{"id":"https://openalex.org/keywords/immunohistochemistry","display_name":"Immunohistochemistry","score":0.20127886533737183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.19709530472755432},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09480080008506775},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08124926686286926}],"concepts":[{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.8251198530197144},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.5802038311958313},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.530781626701355},{"id":"https://openalex.org/C3019822344","wikidata":"https://www.wikidata.org/wiki/Q1541222","display_name":"Tumor grade","level":3,"score":0.49251994490623474},{"id":"https://openalex.org/C2777546739","wikidata":"https://www.wikidata.org/wiki/Q33525","display_name":"Carcinoma","level":2,"score":0.45084431767463684},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4380650520324707},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3711121678352356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3348776698112488},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3174365758895874},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.23516687750816345},{"id":"https://openalex.org/C204232928","wikidata":"https://www.wikidata.org/wiki/Q899285","display_name":"Immunohistochemistry","level":2,"score":0.20127886533737183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19709530472755432},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09480080008506775},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08124926686286926},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/eusipco.2017.8081630","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2017.8081630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1542385370","https://openalex.org/W1563938718","https://openalex.org/W1589574887","https://openalex.org/W1965451568","https://openalex.org/W1965895350","https://openalex.org/W1974586994","https://openalex.org/W1981989535","https://openalex.org/W1988790447","https://openalex.org/W2013009938","https://openalex.org/W2023257800","https://openalex.org/W2039051707","https://openalex.org/W2096945460","https://openalex.org/W2103866642","https://openalex.org/W2133059825","https://openalex.org/W2163352848","https://openalex.org/W2218177029","https://openalex.org/W2294851513","https://openalex.org/W2426231014","https://openalex.org/W2435090885","https://openalex.org/W4248437541","https://openalex.org/W4250467423","https://openalex.org/W6680096826","https://openalex.org/W6830460197"],"related_works":["https://openalex.org/W2055219403","https://openalex.org/W2472935646","https://openalex.org/W1997311312","https://openalex.org/W2409890303","https://openalex.org/W1983046939","https://openalex.org/W2414572499","https://openalex.org/W2004856662","https://openalex.org/W2588666177","https://openalex.org/W3093606979","https://openalex.org/W4400895933"],"abstract_inverted_index":{"A":[0,122],"high":[1],"recurrence":[2,135],"rate,":[3],"and":[4,70,112,139,154],"progression":[5,138,143],"to":[6,82],"higher":[7],"stages":[8],"are":[9,104,144],"observed":[10],"for":[11,37,49],"patients":[12,36,130,141],"diagnosed":[13],"with":[14,134,142],"urothelial":[15,54,100],"carcinoma":[16],"(previously":[17],"known":[18],"as":[19],"transitional":[20],"cell":[21],"carcinoma).":[22],"Low":[23],"prognostic":[24,88],"value":[25],"of":[26,35,46,52,68,87,95,98,124,128,152,156],"the":[27,44,73,85,107],"current":[28],"grading":[29],"systems":[30,48],"result":[31],"in":[32,84],"extensive":[33],"follow-up":[34],"multiple":[38],"years":[39],"after":[40],"first":[41],"diagnosis.":[42],"Although,":[43],"aid":[45,83],"computer":[47],"prognosis":[50],"prediction":[51,86],"superficial":[53,99],"carcinomas":[55],"have":[56,61],"been":[57,62],"proposed,":[58],"earlier":[59],"analyses":[60,103],"focused":[63],"on":[64,91],"using":[65,106],"morphological":[66],"features":[67],"cells":[69],"attributes":[71],"describing":[72],"patient.":[74],"In":[75],"this":[76],"study,":[77],"we":[78],"propose":[79],"a":[80,92,119,147],"system":[81],"information":[89],"based":[90],"texture":[93],"analysis":[94],"histopathological":[96],"images":[97],"carcinoma.":[101],"The":[102],"conducted":[105],"local":[108,113],"binary":[109],"pattern":[110],"(LBP)":[111],"variance":[114],"(VAR)":[115],"operators":[116],"followed":[117],"by":[118],"RUSBoost":[120],"classifier.":[121],"dataset":[123],"42":[125],"patients,":[126],"consisting":[127],"13":[129],"without":[131],"recurrence,":[132],"14":[133],"but":[136],"not":[137],"15":[140],"studied.":[145],"Using":[146],"leave-one-out":[148],"cross-validation,":[149],"an":[150],"accuracy":[151],"70%":[153],"sensitivity":[155],"84%":[157],"is":[158],"achieved.":[159]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}