{"id":"https://openalex.org/W4366729641","doi":"https://doi.org/10.1007/s11042-023-14900-5","title":"Automatic classification of pulmonary nodules in computed tomography images using pre-trained networks and bag of features","display_name":"Automatic classification of pulmonary nodules in computed tomography images using pre-trained networks and bag of features","publication_year":2023,"publication_date":"2023-04-20","ids":{"openalex":"https://openalex.org/W4366729641","doi":"https://doi.org/10.1007/s11042-023-14900-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/37362706"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-14900-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-023-14900-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-023-14900-5.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-023-14900-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063510918","display_name":"Thiago Lima","orcid":"https://orcid.org/0000-0002-4694-0378"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Thiago Lima","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","Departamento de Engenharia El\u00e9trica, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil"],"raw_orcid":"https://orcid.org/0000-0002-4694-0378","affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Engenharia El\u00e9trica, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072639041","display_name":"Daniel Luz","orcid":"https://orcid.org/0000-0002-3210-6796"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]},{"id":"https://openalex.org/I4210127128","display_name":"Instituto Federal do Piau\u00ed","ror":"https://ror.org/033qmpy33","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210127128"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daniel Luz","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","Departamento de Engenharia El\u00e9trica, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","Departamento de Inform\u00e1tica, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Piau\u00ed, Picos, PI Brasil","Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Engenharia El\u00e9trica, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Piau\u00ed, Picos, PI Brasil","institution_ids":["https://openalex.org/I4210127128"]},{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050179713","display_name":"Ant\u00f4nio Oseas","orcid":null},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Antonio Oseas","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","Departamento de Engenharia El\u00e9trica, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","Departamento de Sistemas de Informa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Picos, PI Brasil","Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Engenharia El\u00e9trica, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Sistemas de Informa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Picos, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005236232","display_name":"Rodrigo Veras","orcid":"https://orcid.org/0000-0001-8180-4032"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo Veras","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072240451","display_name":"Fl\u00e1vio H. D. Ara\u00fajo","orcid":"https://orcid.org/0000-0003-2824-2645"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fl\u00e1vio Ara\u00fajo","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","Departamento de Engenharia El\u00e9trica, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","Departamento de Sistemas de Informa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Picos, PI Brasil","Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Engenharia El\u00e9trica, Universidade Federal do Piau\u00ed, Teresina, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Sistemas de Informa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Picos, PI Brasil","institution_ids":["https://openalex.org/I3121799822"]},{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Piau\u00ed, Teresina, PI, Brasil","institution_ids":["https://openalex.org/I3121799822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063510918"],"corresponding_institution_ids":["https://openalex.org/I3121799822"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":3.0059,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.92374398,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"82","issue":"27","first_page":"42977","last_page":"42993"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9988999962806702,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9980000257492065,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.7077500224113464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6452471613883972},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6187237501144409},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5833906531333923},{"id":"https://openalex.org/keywords/nodule","display_name":"Nodule (geology)","score":0.5765303373336792},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.5391590595245361},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5363261699676514},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.5312228798866272},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4718121290206909},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.45221248269081116},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.4465232491493225},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30395734310150146},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.16475465893745422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7077500224113464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6452471613883972},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6187237501144409},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5833906531333923},{"id":"https://openalex.org/C2776731575","wikidata":"https://www.wikidata.org/wiki/Q2916245","display_name":"Nodule (geology)","level":2,"score":0.5765303373336792},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5391590595245361},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5363261699676514},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.5312228798866272},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4718121290206909},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.45221248269081116},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.4465232491493225},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30395734310150146},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.16475465893745422},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11042-023-14900-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-023-14900-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-023-14900-5.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmid:37362706","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37362706","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia tools and applications","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10116084","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10116084","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10116084/pdf/11042_2023_Article_14900.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Multimed Tools Appl","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11042-023-14900-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-023-14900-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-023-14900-5.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4366729641.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W61851215","https://openalex.org/W1963726930","https://openalex.org/W1986649315","https://openalex.org/W1989546758","https://openalex.org/W2026322564","https://openalex.org/W2036718463","https://openalex.org/W2102634410","https://openalex.org/W2117539524","https://openalex.org/W2122692815","https://openalex.org/W2150593711","https://openalex.org/W2151103935","https://openalex.org/W2164777277","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2295124130","https://openalex.org/W2295621743","https://openalex.org/W2433065461","https://openalex.org/W2527523823","https://openalex.org/W2531409750","https://openalex.org/W2604463720","https://openalex.org/W2790246571","https://openalex.org/W2794187429","https://openalex.org/W2803726068","https://openalex.org/W2804916255","https://openalex.org/W2884008556","https://openalex.org/W2894713578","https://openalex.org/W2911964244","https://openalex.org/W2915396376","https://openalex.org/W2957352479","https://openalex.org/W2958144260","https://openalex.org/W2963777800","https://openalex.org/W2970135851","https://openalex.org/W2997994114","https://openalex.org/W3007131888","https://openalex.org/W3016652454","https://openalex.org/W3020203706","https://openalex.org/W3044055629","https://openalex.org/W3080153786","https://openalex.org/W3087889038","https://openalex.org/W3104246147","https://openalex.org/W3135823767","https://openalex.org/W3155743974","https://openalex.org/W3157758310","https://openalex.org/W3159830173","https://openalex.org/W3162043340","https://openalex.org/W3171760746","https://openalex.org/W3188975732","https://openalex.org/W4225404354","https://openalex.org/W4226239757","https://openalex.org/W4229971152","https://openalex.org/W4281252103"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W2126145365","https://openalex.org/W3193043704","https://openalex.org/W3171520305","https://openalex.org/W2036609560"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}