{"id":"https://openalex.org/W2923044720","doi":"https://doi.org/10.1117/12.2521511","title":"Automated classification of histological subtypes of NSCLC using support vector machines with radiomic features","display_name":"Automated classification of histological subtypes of NSCLC using support vector machines with radiomic features","publication_year":2019,"publication_date":"2019-03-27","ids":{"openalex":"https://openalex.org/W2923044720","doi":"https://doi.org/10.1117/12.2521511","mag":"2923044720"},"language":"en","primary_location":{"id":"doi:10.1117/12.2521511","doi":"https://doi.org/10.1117/12.2521511","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2521511","pdf_url":null,"source":{"id":"https://openalex.org/S7407104666","display_name":"International Forum on Medical Imaging in Asia (IFMIA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Forum on Medical Imaging in Asia 2019","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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":null,"display_name":"Masahiro Yamada","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Yamada","raw_affiliation_strings":["Kyushu Univ. (Japan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu Univ. (Japan)","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026318525","display_name":"Hidetaka Arimura","orcid":"https://orcid.org/0000-0002-2918-2747","observed_orcids":["https://orcid.org/0000-0002-2918-2747"]},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidetaka Arimura","raw_affiliation_strings":["Kyushu Univ. (Japan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu Univ. (Japan)","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047010426","display_name":"Kenta Ninomiya","orcid":"https://orcid.org/0000-0002-9566-4875","observed_orcids":["https://orcid.org/0000-0002-9566-4875"]},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenta Ninomiya","raw_affiliation_strings":["Kyushu Univ. (Japan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu Univ. (Japan)","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053386627","display_name":"Mazen Soufi","orcid":"https://orcid.org/0000-0003-0819-966X","observed_orcids":["https://orcid.org/0000-0003-0819-966X"]},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mazen Soufi","raw_affiliation_strings":["Nara Institute of Science and Technology (Japan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology (Japan)","institution_ids":["https://openalex.org/I75917431"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3309,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.55481283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"98","issue":null,"first_page":"37","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":1.0,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.0,"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/T10862","display_name":"AI in cancer detection","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/non-small-cell-lung-cancer","display_name":"non-small cell lung cancer","score":0.996999979019165},{"id":"https://openalex.org/keywords/histological-subtyping","display_name":"histological subtyping","score":0.972000002861023},{"id":"https://openalex.org/keywords/adenocarcinoma","display_name":"adenocarcinoma","score":0.9089999794960022},{"id":"https://openalex.org/keywords/squamous-cell-carcinoma","display_name":"squamous cell carcinoma","score":1.0},{"id":"https://openalex.org/keywords/radiomic-features","display_name":"radiomic features","score":0.9169999957084656},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9929999709129333}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8313794136047363},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.558262288570404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5569010972976685},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5094946026802063},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4744970500469208},{"id":"https://openalex.org/C2781182431","wikidata":"https://www.wikidata.org/wiki/Q356033","display_name":"Adenocarcinoma","level":3,"score":0.4195185899734497},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32006600499153137},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.23513856530189514},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13426509499549866},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06022202968597412},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2521511","doi":"https://doi.org/10.1117/12.2521511","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2521511","pdf_url":null,"source":{"id":"https://openalex.org/S7407104666","display_name":"International Forum on Medical Imaging in Asia (IFMIA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Forum on Medical Imaging in Asia 2019","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9476000070571899,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2078481614","https://openalex.org/W2084954009","https://openalex.org/W2086151076","https://openalex.org/W2097413644","https://openalex.org/W2099725888","https://openalex.org/W2103004421","https://openalex.org/W2116643960","https://openalex.org/W2119481014","https://openalex.org/W2139939379","https://openalex.org/W2140459856","https://openalex.org/W2153447740","https://openalex.org/W2171033594","https://openalex.org/W2333277922","https://openalex.org/W4211260867","https://openalex.org/W4239142297","https://openalex.org/W6633435507","https://openalex.org/W6671869155"],"related_works":["https://openalex.org/W2940053266","https://openalex.org/W3194507152","https://openalex.org/W2903559330","https://openalex.org/W4413116770","https://openalex.org/W4317702979","https://openalex.org/W2594853226","https://openalex.org/W4393033841","https://openalex.org/W3048173156","https://openalex.org/W4399535982","https://openalex.org/W4321765475"],"abstract_inverted_index":{"Histological":[0,79],"subtypes,":[1],"i.e.":[2],"adenocarcinoma":[3],"(ADN)":[4],"and":[5,46,60,76,88],"squamous":[6],"cell":[7],"carcinoma":[8],"(SCC),":[9],"identified":[10],"from":[11,17,19],"a":[12,91],"single":[13],"biopsy":[14],"occasionally":[15],"differ":[16],"those":[18],"actual":[20],"surgical":[21],"resections":[22],"in":[23],"NSCLC.":[24],"For":[25],"increasing":[26],"the":[27,68,71],"classification":[28],"accuracy,":[29],"we":[30],"aim":[31],"to":[32],"develop":[33],"an":[34],"automated":[35],"approach":[36],"for":[37],"classifying":[38],"histological":[39],"subtypes":[40,80],"of":[41,57,73,81],"NSCLC":[42,82],"using":[43,90],"Gaussian,":[44,58],"linear":[45,59],"polynomial":[47,61],"support":[48],"vector":[49],"machines":[50],"(SVMs)":[51],"with":[52,64,94],"radiomic":[53,65,95],"features.":[54,96],"Classification":[55],"models":[56],"SVMs":[62],"constructed":[63],"features":[66],"achieved":[67],"areas":[69],"under":[70],"curves":[72],"0.7542,":[74],"0.7522":[75],"0.7531,":[77],"respectively.":[78],"could":[83],"be":[84],"classified":[85],"into":[86],"ADN":[87],"SCC":[89],"Gaussian":[92],"SVM":[93]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-04-01T00:00:00"}