{"id":"https://openalex.org/W1489876022","doi":"https://doi.org/10.1007/978-3-540-30132-5_84","title":"A Study on Nonparametric Classifiers for a CAD System of Diffuse Lung Opacities in Thin-Section Computed Tomography Images","display_name":"A Study on Nonparametric Classifiers for a CAD System of Diffuse Lung Opacities in Thin-Section Computed Tomography Images","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1489876022","doi":"https://doi.org/10.1007/978-3-540-30132-5_84","mag":"1489876022"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-30132-5_84","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-30132-5_84","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5067663760","display_name":"Yoshihiro Mitani","orcid":"https://orcid.org/0000-0002-0519-6511"},"institutions":[{"id":"https://openalex.org/I4210094110","display_name":"National Institute of Technology, Ube College","ror":"https://ror.org/00pjwdc92","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210094110","https://openalex.org/I4210120810"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshihiro Mitani","raw_affiliation_strings":["Ube National College of Technology, Ube, Japan","Ube National College of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ube National College of Technology, Ube, Japan","institution_ids":["https://openalex.org/I4210094110"]},{"raw_affiliation_string":"Ube National College of Technology","institution_ids":["https://openalex.org/I4210094110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102988145","display_name":"Yusuke Fujita","orcid":"https://orcid.org/0000-0003-4211-8237"},"institutions":[{"id":"https://openalex.org/I173915773","display_name":"Yamaguchi University","ror":"https://ror.org/03cxys317","country_code":"JP","type":"education","lineage":["https://openalex.org/I173915773"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Fujita","raw_affiliation_strings":["Faculty of Engineering, Yamaguchi University, Ube, Japan","Yamaguchi  University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Yamaguchi University, Ube, Japan","institution_ids":["https://openalex.org/I173915773"]},{"raw_affiliation_string":"Yamaguchi  University","institution_ids":["https://openalex.org/I173915773"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108198222","display_name":"Naofumi Matsunaga","orcid":null},"institutions":[{"id":"https://openalex.org/I173915773","display_name":"Yamaguchi University","ror":"https://ror.org/03cxys317","country_code":"JP","type":"education","lineage":["https://openalex.org/I173915773"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naofumi Matsunaga","raw_affiliation_strings":["School of Medicine, Yamaguchi University, Ube, Japan","Yamaguchi  University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Yamaguchi University, Ube, Japan","institution_ids":["https://openalex.org/I173915773"]},{"raw_affiliation_string":"Yamaguchi  University","institution_ids":["https://openalex.org/I173915773"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045224584","display_name":"Yoshihiko Hamamoto","orcid":"https://orcid.org/0000-0003-4826-3507"},"institutions":[{"id":"https://openalex.org/I173915773","display_name":"Yamaguchi University","ror":"https://ror.org/03cxys317","country_code":"JP","type":"education","lineage":["https://openalex.org/I173915773"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshihiko Hamamoto","raw_affiliation_strings":["Faculty of Engineering, Yamaguchi University, Ube, Japan","Yamaguchi  University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Yamaguchi University, Ube, Japan","institution_ids":["https://openalex.org/I173915773"]},{"raw_affiliation_string":"Yamaguchi  University","institution_ids":["https://openalex.org/I173915773"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07295753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"608","last_page":"613"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9889000058174133,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9889000058174133,"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":0.9830999970436096,"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"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9635999798774719,"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/cad","display_name":"CAD","score":0.8363826274871826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7150213122367859},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.6303414106369019},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5659548044204712},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.554875373840332},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.5403061509132385},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.462405264377594},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.45839086174964905},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44584476947784424},{"id":"https://openalex.org/keywords/opacity","display_name":"Opacity","score":0.44327303767204285},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3301600217819214},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2217785120010376},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14427432417869568},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12210604548454285},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.10541525483131409},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.10333481431007385},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0892440676689148},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07425934076309204}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.8363826274871826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7150213122367859},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.6303414106369019},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5659548044204712},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.554875373840332},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5403061509132385},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.462405264377594},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.45839086174964905},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44584476947784424},{"id":"https://openalex.org/C60056205","wikidata":"https://www.wikidata.org/wiki/Q691914","display_name":"Opacity","level":2,"score":0.44327303767204285},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3301600217819214},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2217785120010376},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14427432417869568},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12210604548454285},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.10541525483131409},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.10333481431007385},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0892440676689148},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07425934076309204},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-30132-5_84","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-30132-5_84","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1515877292","https://openalex.org/W1587362683","https://openalex.org/W1610836425","https://openalex.org/W1770825568","https://openalex.org/W2002645541","https://openalex.org/W2098979973","https://openalex.org/W2104828379","https://openalex.org/W2105152330","https://openalex.org/W2113066515","https://openalex.org/W2122111042","https://openalex.org/W2135346934","https://openalex.org/W2766736793","https://openalex.org/W2973818247","https://openalex.org/W3207342693","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W3124876457","https://openalex.org/W1589419489","https://openalex.org/W2012244993","https://openalex.org/W4229543669","https://openalex.org/W3122670876","https://openalex.org/W1783185948","https://openalex.org/W615772105","https://openalex.org/W2999505641","https://openalex.org/W2401866201","https://openalex.org/W2945629533"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}