{"id":"https://openalex.org/W4241230873","doi":"https://doi.org/10.1109/bibe52308.2021.9635446","title":"Utilization of Convolutional Neural Networks for Urinary Bladder Cancer Diagnosis Recognition From CT Imagery","display_name":"Utilization of Convolutional Neural Networks for Urinary Bladder Cancer Diagnosis Recognition From CT Imagery","publication_year":2021,"publication_date":"2021-10-25","ids":{"openalex":"https://openalex.org/W4241230873","doi":"https://doi.org/10.1109/bibe52308.2021.9635446"},"language":"en","primary_location":{"id":"doi:10.1109/bibe52308.2021.9635446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe52308.2021.9635446","pdf_url":null,"source":{"id":"https://openalex.org/S4363608533","display_name":"2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)","raw_type":"proceedings-article"},"type":"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/A5078677385","display_name":"Ivan Lorencin","orcid":"https://orcid.org/0000-0002-5964-245X"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ivan Lorencin","raw_affiliation_strings":["Faculty of Engineering, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065825157","display_name":"Klara Smoli\u0107","orcid":"https://orcid.org/0000-0001-9704-4314"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Klara Smolic","raw_affiliation_strings":["Clinical Hospital Center, Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Hospital Center, Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054098756","display_name":"Sandi Baressi \u0160egota","orcid":"https://orcid.org/0000-0002-3015-1024"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Sandi Baressi Segota","raw_affiliation_strings":["Faculty of Engineering, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070800868","display_name":"Nikola An\u0111eli\u0107","orcid":"https://orcid.org/0000-0002-0314-243X"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Nikola Andelic","raw_affiliation_strings":["Faculty of Engineering, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055325985","display_name":"Daniel \u0160tifani\u0107","orcid":"https://orcid.org/0000-0001-9396-2441"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Daniel Stifanic","raw_affiliation_strings":["Faculty of Engineering, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079658540","display_name":"Jelena Musulin","orcid":"https://orcid.org/0000-0002-5213-1550"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Jelena Musulin","raw_affiliation_strings":["Faculty of Engineering, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083684293","display_name":"Dean Marki\u0107","orcid":"https://orcid.org/0000-0001-5696-0850"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Dean Markic","raw_affiliation_strings":["Clinical Hospital Center of Rijeka Faculty of Medicine, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Hospital Center of Rijeka Faculty of Medicine, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014229671","display_name":"Josip \u0160panjol","orcid":"https://orcid.org/0000-0002-5551-8128"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Josip Spanjol","raw_affiliation_strings":["Clinical Hospital Center of Rijeka Faculty of Medicine, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Hospital Center of Rijeka Faculty of Medicine, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005957890","display_name":"Zlatan Car","orcid":"https://orcid.org/0000-0003-2817-9252"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Zlatan Car","raw_affiliation_strings":["Faculty of Engineering, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5487013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10458","display_name":"Bladder and Urothelial Cancer Treatments","score":0.9941999912261963,"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":0.9941999912261963,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.96670001745224,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9624999761581421,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8573064208030701},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7175885438919067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6929277181625366},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6015133261680603},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.580434262752533},{"id":"https://openalex.org/keywords/sagittal-plane","display_name":"Sagittal plane","score":0.5623182654380798},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5530192255973816},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5144755840301514},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.47102436423301697},{"id":"https://openalex.org/keywords/bladder-cancer","display_name":"Bladder cancer","score":0.44036632776260376},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42422306537628174},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4183495044708252},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39076074957847595},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38313382863998413},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.21476075053215027},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1307501196861267},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.11126285791397095},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08433231711387634}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8573064208030701},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7175885438919067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6929277181625366},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6015133261680603},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.580434262752533},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.5623182654380798},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5530192255973816},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5144755840301514},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.47102436423301697},{"id":"https://openalex.org/C2780352672","wikidata":"https://www.wikidata.org/wiki/Q504775","display_name":"Bladder cancer","level":3,"score":0.44036632776260376},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42422306537628174},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4183495044708252},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39076074957847595},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38313382863998413},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.21476075053215027},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1307501196861267},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.11126285791397095},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08433231711387634},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibe52308.2021.9635446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe52308.2021.9635446","pdf_url":null,"source":{"id":"https://openalex.org/S4363608533","display_name":"2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G4100563467","display_name":null,"funder_award_id":"KK.01.1.1.01.0009","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2074502199","https://openalex.org/W2162130153","https://openalex.org/W2163605009","https://openalex.org/W2290238862","https://openalex.org/W2307535535","https://openalex.org/W2593949124","https://openalex.org/W2964350391","https://openalex.org/W2983089754","https://openalex.org/W2984841888","https://openalex.org/W2985702256","https://openalex.org/W3089070633","https://openalex.org/W3120013103","https://openalex.org/W3120186428","https://openalex.org/W3134451384","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2053950117","https://openalex.org/W3029575091","https://openalex.org/W4386008762","https://openalex.org/W2536657158","https://openalex.org/W2085797056","https://openalex.org/W2027366028","https://openalex.org/W2329643775","https://openalex.org/W3145923612","https://openalex.org/W2097859795","https://openalex.org/W2089641517"],"abstract_inverted_index":{"In":[0,43],"this":[1],"paper,":[2],"an":[3],"approach":[4],"for":[5],"urinary":[6],"bladder":[7],"cancer":[8],"diagnosis":[9],"from":[10],"computer":[11],"tomography":[12],"(CT)":[13],"images":[14,101],"based":[15],"on":[16],"the":[17,71],"application":[18],"of":[19,32,96],"convolutional":[20],"neural":[21],"networks":[22],"(CNN)":[23],"is":[24,41],"presented.":[25],"The":[26],"image":[27],"data":[28],"set":[29],"that":[30,62,78],"consists":[31],"three":[33],"main":[34],"parts":[35],"(frontal,":[36],"horizontal,":[37],"and":[38,67,114],"sagittal":[39],"plane)":[40],"used.":[42,52,89],"order":[44],"to":[45],"classify":[46],"images,":[47],"pre-defined":[48],"CNN":[49,53,86],"architectures":[50,87],"are":[51,55,81,88,102],"performances":[54,80,91,107],"evaluated":[56],"by":[57],"using":[58],"5-fold":[59],"cross-validation":[60],"procedure":[61],"gives":[63],"information":[64],"about":[65],"classification":[66,113],"generalization":[68,115],"performances.":[69],"From":[70],"presented":[72],"results,":[73],"it":[74],"can":[75,92,108],"be":[76,93,109],"noticed":[77,94,110],"higher":[79],"achieved":[82],"if":[83],"more":[84],"complex":[85],"Higher":[90],"regardless":[95],"a":[97],"plane":[98],"in":[99,106,111],"which":[100],"captured.":[103],"An":[104],"increase":[105],"both":[112],"context.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
