{"id":"https://openalex.org/W2894941487","doi":"https://doi.org/10.1145/3243394.3243702","title":"Bladder Cancer Segmentation on Multispectral Images","display_name":"Bladder Cancer Segmentation on Multispectral Images","publication_year":2018,"publication_date":"2018-09-03","ids":{"openalex":"https://openalex.org/W2894941487","doi":"https://doi.org/10.1145/3243394.3243702","mag":"2894941487"},"language":"en","primary_location":{"id":"doi:10.1145/3243394.3243702","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3243394.3243702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Distributed Smart Cameras","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/A5046175474","display_name":"Joost van der Putten","orcid":"https://orcid.org/0000-0002-0915-9048"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Joost van der Putten","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075677746","display_name":"Fons van der Sommen","orcid":"https://orcid.org/0000-0002-3593-2356"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Fons van der Sommen","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012511456","display_name":"Svitlana Zinger","orcid":"https://orcid.org/0000-0001-9357-3067"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Svitlana Zinger","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056403081","display_name":"Dani\u00ebl M. de Bruin","orcid":"https://orcid.org/0000-0003-3047-3637"},"institutions":[{"id":"https://openalex.org/I2802928900","display_name":"Academic Medical Center","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Daniel M. de Bruin","raw_affiliation_strings":["Academisch Medisch Centrum, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Academisch Medisch Centrum, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I2802928900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085839401","display_name":"Guido M. Kamphuis","orcid":"https://orcid.org/0000-0002-4583-4231"},"institutions":[{"id":"https://openalex.org/I2802928900","display_name":"Academic Medical Center","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Guido Kamphuis","raw_affiliation_strings":["Academisch Medisch Centrum, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Academisch Medisch Centrum, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I2802928900"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029008213","display_name":"Peter H. N. de With","orcid":"https://orcid.org/0000-0002-7639-7716"},"institutions":[{"id":"https://openalex.org/I2802928900","display_name":"Academic Medical Center","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter H. N. de With","raw_affiliation_strings":["Academisch Medisch Centrum, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Academisch Medisch Centrum, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I2802928900"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5046175474"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19790497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10458","display_name":"Bladder and Urothelial Cancer Treatments","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9812999963760376,"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/T11411","display_name":"Tea Polyphenols and Effects","score":0.9569000005722046,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7093186974525452},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7037765383720398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6762101650238037},{"id":"https://openalex.org/keywords/cystoscopy","display_name":"Cystoscopy","score":0.6647552251815796},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.6589382886886597},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6565213203430176},{"id":"https://openalex.org/keywords/bladder-cancer","display_name":"Bladder cancer","score":0.6170525550842285},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5245991945266724},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5197403430938721},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.506503701210022},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47582486271858215},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4525456130504608},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.429138720035553},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22902223467826843},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12017080187797546},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11745345592498779},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08315134048461914}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7093186974525452},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7037765383720398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6762101650238037},{"id":"https://openalex.org/C2778769751","wikidata":"https://www.wikidata.org/wiki/Q246090","display_name":"Cystoscopy","level":3,"score":0.6647552251815796},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.6589382886886597},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6565213203430176},{"id":"https://openalex.org/C2780352672","wikidata":"https://www.wikidata.org/wiki/Q504775","display_name":"Bladder cancer","level":3,"score":0.6170525550842285},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5245991945266724},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5197403430938721},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.506503701210022},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47582486271858215},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4525456130504608},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.429138720035553},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22902223467826843},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12017080187797546},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11745345592498779},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08315134048461914},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3243394.3243702","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3243394.3243702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Distributed Smart Cameras","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.amsterdamumc.nl:openaire_cris_publications/1505e5df-0a70-4794-b599-4ab6821c737c","is_oa":false,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/1505e5df-0a70-4794-b599-4ab6821c737c","pdf_url":null,"source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","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":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"van der Putten, J, van der Sommen, F, Zinger, S, de Bruin, D M, Kamphuis, G & de With, P H N 2018, Bladder cancer segmentation on multispectral images. in Proceedings of the 12th International Conference on Distributed Smart Cameras, ICDSC 2018., a13, ACM International Conference Proceeding Series, Association for Computing Machinery, 12th International Conference on Distributed Smart Cameras, ICDSC 2018, Eindhoven, Netherlands, 03/09/2018. https://doi.org/10.1145/3243394.3243702","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/52ff1fd5-694b-4299-b051-45fc6000c53d","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/52ff1fd5-694b-4299-b051-45fc6000c53d","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"van der Putten, J, van der Sommen, F, Zinger, S, de Bruin, D M, Kamphuis, G & de With, P H N 2018, Bladder cancer segmentation on multispectral images. in Proceedings of the 12th International Conference on Distributed Smart Cameras, ICDSC 2018., a13, Association for Computing Machinery, Inc., New York, 12th International Conference on Distributed Smart Cameras, ICDSC 2018, Eindhoven, Netherlands, 3/09/18. https://doi.org/10.1145/3243394.3243702","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/ce164785-f634-462a-9113-b9f1c24b2a16","is_oa":false,"landing_page_url":"https://pure.amc.nl/en/publications/bladder-cancer-segmentation-on-multispectral-images(ce164785-f634-462a-9113-b9f1c24b2a16).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 12th International Conference on Distributed Smart Cameras, ICDSC 2018","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"pmh:tue:oai:pure.tue.nl:publications/52ff1fd5-694b-4299-b051-45fc6000c53d","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/52ff1fd5-694b-4299-b051-45fc6000c53d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 12th International Conference on Distributed Smart Cameras, ICDSC 2018","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1525743313","https://openalex.org/W1965202763","https://openalex.org/W2002045993","https://openalex.org/W2033223806","https://openalex.org/W2039533874","https://openalex.org/W2110572094","https://openalex.org/W2125148312","https://openalex.org/W2260735596","https://openalex.org/W2279798675","https://openalex.org/W2304041947","https://openalex.org/W2473162054","https://openalex.org/W2588434214","https://openalex.org/W2588924510"],"related_works":["https://openalex.org/W4366750509","https://openalex.org/W2037888279","https://openalex.org/W2029203446","https://openalex.org/W2531822697","https://openalex.org/W2892025615","https://openalex.org/W3170858564","https://openalex.org/W1975705637","https://openalex.org/W2082430484","https://openalex.org/W2074743699","https://openalex.org/W3081529398"],"abstract_inverted_index":{"Nonmuscle":[0],"Invasive":[1],"Bladder":[2],"Cancer":[3],"(NMIBC)":[4],"has":[5],"high":[6,18,28,34],"incidence,":[7],"and":[8,97,122,143],"close":[9],"follow-up":[10],"with":[11,109],"cystoscopy":[12],"is":[13,38,46,82,87,124],"necessary":[14],"due":[15],"to":[16,25,54,83,118,126,153,160],"its":[17],"recurrence":[19,35],"rate":[20],"after":[21],"initial":[22],"treatment,":[23],"estimated":[24],"be":[26,55,154],"as":[27,29],"75%.":[30],"Because":[31],"of":[32,43,79,93],"the":[33,41,65,120,144],"rate,":[36],"it":[37],"vital":[39],"that":[40],"detection":[42,50],"bladder":[44,71,94],"cancer":[45,72],"improved.":[47],"Computer":[48],"automated":[49,67],"algorithms":[51],"have":[52],"shown":[53],"exceptionally":[56],"effective":[57,155],"in":[58,73,105],"achieving":[59],"this":[60,80],"goal.":[61],"This":[62],"paper":[63],"presents":[64],"first":[66],"segmentation":[68,92],"algorithm":[69],"for":[70,90,156],"endoscopic":[74],"images.":[75],"The":[76,131],"second":[77],"purpose":[78],"study":[81],"determine":[84],"which":[85],"modality":[86],"best":[88,132],"suited":[89],"computer-aided":[91],"cancer.":[95],"Gabor":[96],"color":[98,149],"features":[99,150],"are":[100,116],"extracted":[101],"from":[102],"20":[103],"patients":[104],"four":[106],"different":[107,114],"modalities":[108],"a":[110,128,139],"block-based":[111],"strategy.":[112],"Three":[113],"classifiers":[115],"used":[117],"classify":[119],"blocks":[121],"post-processing":[123],"applied":[125],"obtain":[127],"segmented":[129],"region.":[130],"classification":[133],"results":[134],"were":[135,151],"obtained":[136],"by":[137],"using":[138],"support":[140],"vector":[141],"machine":[142],"Spectrum":[145],"B":[146],"modality.":[147],"Additionally,":[148],"found":[152],"obtaining":[157],"segmentations":[158],"comparable":[159],"experts.":[161]},"counts_by_year":[],"updated_date":"2026-03-02T08:37:19.008085","created_date":"2025-10-10T00:00:00"}
