{"id":"https://openalex.org/W4285022653","doi":"https://doi.org/10.1109/ivmsp54334.2022.9816352","title":"Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images","display_name":"Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images","publication_year":2022,"publication_date":"2022-06-26","ids":{"openalex":"https://openalex.org/W4285022653","doi":"https://doi.org/10.1109/ivmsp54334.2022.9816352"},"language":"en","primary_location":{"id":"doi:10.1109/ivmsp54334.2022.9816352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivmsp54334.2022.9816352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.eur.nl/en/publications/da58c56b-2929-4a1e-8f8c-05aff42319b7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088332216","display_name":"Saul Fuster","orcid":"https://orcid.org/0009-0002-0285-6489"},"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":"Saul Fuster","raw_affiliation_strings":["University of Stavanger,Dept. of Electrical Engineering and Computer Science,Stavanger,Norway,4021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stavanger,Dept. of Electrical Engineering and Computer Science,Stavanger,Norway,4021","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031734265","display_name":"Farbod Khoraminia","orcid":"https://orcid.org/0000-0002-2817-3996"},"institutions":[{"id":"https://openalex.org/I4210149908","display_name":"Erasmus MC Cancer Institute","ror":"https://ror.org/03r4m3349","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2801952686","https://openalex.org/I4210149908"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Farbod Khoraminia","raw_affiliation_strings":["Erasmus MC Cancer Institute, University Medical Center,Dept. of Urology,GD Rotterdam,The Netherlands,3015"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Erasmus MC Cancer Institute, University Medical Center,Dept. of Urology,GD Rotterdam,The Netherlands,3015","institution_ids":["https://openalex.org/I4210149908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025905653","display_name":"Umay Kiraz","orcid":"https://orcid.org/0000-0002-6721-4877"},"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":"Umay Kiraz","raw_affiliation_strings":["Stavanger University Hospital,Dept. of Pathology,Stavanger,Norway,4011","Dept. of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stavanger University Hospital,Dept. of Pathology,Stavanger,Norway,4011","institution_ids":["https://openalex.org/I2800132241"]},{"raw_affiliation_string":"Dept. of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074795857","display_name":"Neel Kanwal","orcid":"https://orcid.org/0000-0002-8115-0558"},"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":"Neel Kanwal","raw_affiliation_strings":["University of Stavanger,Dept. of Electrical Engineering and Computer Science,Stavanger,Norway,4021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stavanger,Dept. of Electrical Engineering and Computer Science,Stavanger,Norway,4021","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/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":"Vebjorn Kvikstad","raw_affiliation_strings":["Stavanger University Hospital,Dept. of Pathology,Stavanger,Norway,4011","Dept. of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stavanger University Hospital,Dept. of Pathology,Stavanger,Norway,4011","institution_ids":["https://openalex.org/I2800132241"]},{"raw_affiliation_string":"Dept. of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033070399","display_name":"Trygve Eftest\u00f8l","orcid":null},"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":"Trygve Eftestol","raw_affiliation_strings":["University of Stavanger,Dept. of Electrical Engineering and Computer Science,Stavanger,Norway,4021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stavanger,Dept. of Electrical Engineering and Computer Science,Stavanger,Norway,4021","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026058364","display_name":"Tahlita C.M. Zuiverloon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149908","display_name":"Erasmus MC Cancer Institute","ror":"https://ror.org/03r4m3349","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2801952686","https://openalex.org/I4210149908"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Tahlita C.M. Zuiverloon","raw_affiliation_strings":["Erasmus MC Cancer Institute, University Medical Center,Dept. of Urology,GD Rotterdam,The Netherlands,3015"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Erasmus MC Cancer Institute, University Medical Center,Dept. of Urology,GD Rotterdam,The Netherlands,3015","institution_ids":["https://openalex.org/I4210149908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003110329","display_name":"Emiel A. M. Janssen","orcid":"https://orcid.org/0000-0002-7760-5396"},"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":"Emiel A.M. Janssen","raw_affiliation_strings":["Stavanger University Hospital,Dept. of Pathology,Stavanger,Norway,4011","Dept. of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stavanger University Hospital,Dept. of Pathology,Stavanger,Norway,4011","institution_ids":["https://openalex.org/I2800132241"]},{"raw_affiliation_string":"Dept. of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"last","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":["University of Stavanger,Dept. of Electrical Engineering and Computer Science,Stavanger,Norway,4021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stavanger,Dept. of Electrical Engineering and Computer Science,Stavanger,Norway,4021","institution_ids":["https://openalex.org/I92008406"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4983,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95418078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10458","display_name":"Bladder and Urothelial Cancer Treatments","score":0.9988999962806702,"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/T10458","display_name":"Bladder and Urothelial Cancer Treatments","score":0.9988999962806702,"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/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9833999872207642,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9646000266075134,"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/bladder-cancer","display_name":"Bladder cancer","score":0.6311537027359009},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5229131579399109},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.46094781160354614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3951752185821533},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3203147053718567},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09061387181282043}],"concepts":[{"id":"https://openalex.org/C2780352672","wikidata":"https://www.wikidata.org/wiki/Q504775","display_name":"Bladder cancer","level":3,"score":0.6311537027359009},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5229131579399109},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.46094781160354614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3951752185821533},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3203147053718567},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09061387181282043}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ivmsp54334.2022.9816352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivmsp54334.2022.9816352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.eur.nl:openaire/da58c56b-2929-4a1e-8f8c-05aff42319b7","is_oa":true,"landing_page_url":"https://pure.eur.nl/en/publications/da58c56b-2929-4a1e-8f8c-05aff42319b7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fuster, S, Khoraminia, F, Kiraz, U, Kanwal, N, Kvikstad, V, Eftestol, T, Zuiverloon, T C M, Janssen, E A M & Engan, K 2022, Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images. in 2022 Ieee 14th Image, Video, And Multidimensional Signal Processing Workshop (ivmsp). Institute of Electrical and Electronics Engineers Inc., 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, IVMSP 2022, Nafplio, Greece, 26/06/22. https://doi.org/10.1109/IVMSP54334.2022.9816352","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.eur.nl:publications/da58c56b-2929-4a1e-8f8c-05aff42319b7","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85135162462&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fuster , S , Khoraminia , F , Kiraz , U , Kanwal , N , Kvikstad , V , Eftestol , T , Zuiverloon , T C M , Janssen , E A M & Engan , K 2022 , Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images . in IVMSP 2022 - 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop . Institute of Electrical and Electronics Engineers Inc. , 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, IVMSP 2022 , Nafplio , Greece , 26/06/22 . https://doi.org/10.1109/IVMSP54334.2022.9816352","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:uis.brage.unit.no:11250/3052047","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3052047","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:pure.eur.nl:openaire/da58c56b-2929-4a1e-8f8c-05aff42319b7","is_oa":true,"landing_page_url":"https://pure.eur.nl/en/publications/da58c56b-2929-4a1e-8f8c-05aff42319b7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fuster, S, Khoraminia, F, Kiraz, U, Kanwal, N, Kvikstad, V, Eftestol, T, Zuiverloon, T C M, Janssen, E A M & Engan, K 2022, Invasive Cancerous Area Detection in Non-Muscle Invasive Bladder Cancer Whole Slide Images. in 2022 Ieee 14th Image, Video, And Multidimensional Signal Processing Workshop (ivmsp). Institute of Electrical and Electronics Engineers Inc., 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, IVMSP 2022, Nafplio, Greece, 26/06/22. https://doi.org/10.1109/IVMSP54334.2022.9816352","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1498250171","https://openalex.org/W1981745476","https://openalex.org/W2038197619","https://openalex.org/W2092930960","https://openalex.org/W2105935489","https://openalex.org/W2162130153","https://openalex.org/W2187089797","https://openalex.org/W2280667655","https://openalex.org/W2742317286","https://openalex.org/W2790668838","https://openalex.org/W2883567318","https://openalex.org/W2894069389","https://openalex.org/W2953384591","https://openalex.org/W3018428662","https://openalex.org/W3018647685","https://openalex.org/W3038704997","https://openalex.org/W3043049467","https://openalex.org/W3085068588","https://openalex.org/W3093253397","https://openalex.org/W3104135675","https://openalex.org/W3121943121","https://openalex.org/W3128646645","https://openalex.org/W3176719058","https://openalex.org/W3203593435","https://openalex.org/W3206247278","https://openalex.org/W4206264994","https://openalex.org/W4211118805","https://openalex.org/W6713134421","https://openalex.org/W6785647280"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W2400060196","https://openalex.org/W2419646825"],"abstract_inverted_index":{"Bladder":[0],"cancer":[1],"patients\u2019":[2],"stratification":[3],"into":[4,35],"risk":[5],"groups":[6],"relies":[7],"on":[8,120],"grade,":[9],"stage":[10],"and":[11,81,112,122,142],"clinical":[12],"factors.":[13],"For":[14],"non-muscle":[15],"invasive":[16,41,91,117],"bladder":[17],"cancer,":[18],"T1":[19,127],"tumours":[20],"that":[21,89],"invade":[22],"the":[23,45,50,54,96],"subepithelial":[24],"tissue":[25,106],"are":[26],"high-risk":[27],"lesions":[28],"with":[29],"a":[30,86],"high":[31],"probability":[32],"to":[33,62,69,115],"progress":[34],"an":[36,133],"aggressive":[37],"muscle-invasive":[38],"disease.":[39],"Detecting":[40],"cancerous":[42,92],"areas":[43,93],"is":[44,59],"main":[46],"factor":[47],"for":[48,53,125],"dictating":[49],"treatment":[51],"strategy":[52],"patient.":[55],"However,":[56],"defining":[57],"invasion":[58],"often":[60],"subject":[61],"intra/interobserver":[63],"variability":[64],"among":[65],"pathologists,":[66],"thus":[67],"leading":[68],"over":[70],"or":[71],"undertreatment.":[72],"Computer-aided":[73],"diagnosis":[74],"systems":[75],"can":[76],"help":[77],"pathologists":[78],"reduce":[79],"overheads":[80],"erratic":[82],"reproducibility.":[83],"We":[84],"propose":[85],"multi-scale":[87],"model":[88,101],"detects":[90],"patterns":[94,118],"across":[95],"whole":[97],"slide":[98],"image.":[99],"The":[100],"extracts":[102],"tiles":[103],"of":[104,136],"different":[105],"types":[107],"at":[108],"multiple":[109],"magnification":[110],"levels":[111],"processes":[113],"them":[114],"predict":[116],"based":[119],"local":[121],"regional":[123],"information":[124],"accurate":[126],"staging.":[128],"Our":[129],"proposed":[130],"method":[131],"yields":[132],"F1":[134],"score":[135],"71.9,":[137],"in":[138],"controlled":[139],"settings":[140],"74.9,":[141],"without":[143],"infiltration":[144],"90.0.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}