{"id":"https://openalex.org/W4406731323","doi":"https://doi.org/10.1007/s10278-024-01338-w","title":"Automated Detection of Cancer-Suspicious Findings in Japanese Radiology Reports with Natural Language Processing: A Multicenter Study","display_name":"Automated Detection of Cancer-Suspicious Findings in Japanese Radiology Reports with Natural Language Processing: A Multicenter Study","publication_year":2025,"publication_date":"2025-01-22","ids":{"openalex":"https://openalex.org/W4406731323","doi":"https://doi.org/10.1007/s10278-024-01338-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/39843717"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-024-01338-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01338-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01338-w.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01338-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063746874","display_name":"Kento Sugimoto","orcid":"https://orcid.org/0000-0002-6874-2399"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kento Sugimoto","raw_affiliation_strings":["Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan. sugimoto.kento@hp-info.med.osaka-u.ac.jp","Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan. sugimoto.kento@hp-info.med.osaka-u.ac.jp","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015267345","display_name":"Shoya Wada","orcid":"https://orcid.org/0000-0001-7055-1009"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shoya Wada","raw_affiliation_strings":["Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan","Department of Transformative System for Medical Information, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Transformative System for Medical Information, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024070959","display_name":"Shozo Konishi","orcid":"https://orcid.org/0000-0001-6458-2685"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shozo Konishi","raw_affiliation_strings":["Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043822670","display_name":"Junya Sato","orcid":"https://orcid.org/0000-0002-1206-2036"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Junya Sato","raw_affiliation_strings":["Department of Artificial Intelligence in Diagnostic Radiology, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence in Diagnostic Radiology, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077738536","display_name":"Katsuki Okada","orcid":"https://orcid.org/0000-0002-1725-781X"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Katsuki Okada","raw_affiliation_strings":["Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012224052","display_name":"Shoji Kido","orcid":"https://orcid.org/0000-0001-5293-4110"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shoji Kido","raw_affiliation_strings":["Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan","Osaka University Institute for Radiation Sciences, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Osaka University Institute for Radiation Sciences, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034265751","display_name":"Noriyuki Tomiyama","orcid":"https://orcid.org/0000-0001-9918-7327"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Noriyuki Tomiyama","raw_affiliation_strings":["Department of Radiology, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064450167","display_name":"Yasushi Matsumura","orcid":"https://orcid.org/0000-0001-9379-3924"},"institutions":[{"id":"https://openalex.org/I4210090372","display_name":"Osaka National Hospital","ror":"https://ror.org/00b6s9f18","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210090372","https://openalex.org/I4210137409"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasushi Matsumura","raw_affiliation_strings":["Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan","National Hospital Organization Osaka National Hospital, 2-1-14 Hoenzaka Chuo-ku, 540-0006, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"National Hospital Organization Osaka National Hospital, 2-1-14 Hoenzaka Chuo-ku, 540-0006, Osaka, Japan","institution_ids":["https://openalex.org/I4210090372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030537946","display_name":"Toshihiro Takeda","orcid":"https://orcid.org/0000-0003-3073-7823"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshihiro Takeda","raw_affiliation_strings":["Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5063746874"],"corresponding_institution_ids":["https://openalex.org/I98285908"],"apc_list":null,"apc_paid":null,"fwci":3.951,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91792462,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"38","issue":"5","first_page":"3375","last_page":"3385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11894","display_name":"Radiology practices and education","score":0.9940000176429749,"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/T11894","display_name":"Radiology practices and education","score":0.9940000176429749,"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/T10028","display_name":"Topic Modeling","score":0.991599977016449,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.8824977874755859},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.7628949880599976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6223810911178589},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.5816987752914429},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5430620908737183},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5360705256462097},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5076771974563599},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.4880200922489166},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.44723936915397644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4255523085594177},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.39131802320480347},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37709322571754456},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3551207482814789},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14196717739105225},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13890746235847473},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10029450058937073}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8824977874755859},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.7628949880599976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6223810911178589},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.5816987752914429},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5430620908737183},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5360705256462097},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5076771974563599},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.4880200922489166},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.44723936915397644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4255523085594177},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39131802320480347},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37709322571754456},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3551207482814789},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14196717739105225},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13890746235847473},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10029450058937073},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000095225","descriptor_name":"East Asian People","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000095225","descriptor_name":"East Asian People","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007564","descriptor_name":"Japan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007564","descriptor_name":"Japan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007564","descriptor_name":"Japan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007564","descriptor_name":"Japan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-024-01338-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01338-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01338-w.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},{"id":"pmid:39843717","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39843717","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":"Journal of imaging informatics in medicine","raw_type":null},{"id":"pmh:oai:europepmc.org:11379786","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12572415","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12572415/pdf/10278_2024_Article_1338.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10278-024-01338-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01338-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01338-w.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3834496504","display_name":null,"funder_award_id":"JP23K19977","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320320909","display_name":"Keio University","ror":"https://ror.org/02kn6nx58"},{"id":"https://openalex.org/F4320323325","display_name":"University of Tokushima","ror":"https://ror.org/044vy1d05"},{"id":"https://openalex.org/F4320323533","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406731323.pdf","grobid_xml":"https://content.openalex.org/works/W4406731323.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W124570340","https://openalex.org/W1847618513","https://openalex.org/W1997184334","https://openalex.org/W2016561466","https://openalex.org/W2052601836","https://openalex.org/W2053154970","https://openalex.org/W2065282614","https://openalex.org/W2099269739","https://openalex.org/W2110922423","https://openalex.org/W2114748604","https://openalex.org/W2131220845","https://openalex.org/W2139054399","https://openalex.org/W2164777277","https://openalex.org/W2166187912","https://openalex.org/W2605753964","https://openalex.org/W2750779823","https://openalex.org/W2786130180","https://openalex.org/W2787327803","https://openalex.org/W2805211535","https://openalex.org/W2944913321","https://openalex.org/W2971898452","https://openalex.org/W3134968295","https://openalex.org/W3200849552","https://openalex.org/W3213545440","https://openalex.org/W4292329670","https://openalex.org/W4308408786","https://openalex.org/W4376113940","https://openalex.org/W4388895410","https://openalex.org/W4391229506"],"related_works":["https://openalex.org/W4387490204","https://openalex.org/W4389848424","https://openalex.org/W4388937883","https://openalex.org/W4386414453","https://openalex.org/W4293205612","https://openalex.org/W4352976590","https://openalex.org/W4396766753","https://openalex.org/W4401011972","https://openalex.org/W4385349203","https://openalex.org/W4297839701"],"abstract_inverted_index":{"Missed":[0],"critical":[1],"imaging":[2],"findings,":[3],"particularly":[4],"those":[5,151],"indicating":[6],"cancer,":[7],"are":[8],"a":[9,27,109,215],"common":[10],"issue":[11],"that":[12],"can":[13],"result":[14],"in":[15,17,218],"delays":[16],"patient":[18],"follow-up":[19],"and":[20,48,64,98,114,134,140,159,167,179,185,196,202],"treatment.":[21],"To":[22,79],"address":[23],"this,":[24],"we":[25,208],"developed":[26],"rule-based":[28,122,145,211],"natural":[29],"language":[30],"processing":[31],"(NLP)":[32],"algorithm":[33,62,156,213],"to":[34],"detect":[35],"cancer-suspicious":[36,220],"findings":[37,221],"from":[38,52,56,69,222],"Japanese":[39],"radiology":[40],"reports.":[41,225],"The":[42,161],"dataset":[43],"used":[44,60,75,107],"consisted":[45],"of":[46,128,152],"chest":[47],"abdomen":[49],"CT":[50,224],"reports":[51,68,84],"six":[53],"institutions.":[54],"Reports":[55],"our":[57],"institution":[58],"were":[59,74,85,92,137,148,182,199],"for":[61,76,143],"development":[63],"internal":[65,166,173],"evaluation,":[66],"while":[67],"the":[70,81,120,125,130,144,153,172,176,189,193,210],"other":[71],"five":[72],"institutions":[73],"external":[77,168,190],"evaluation.":[78],"create":[80],"gold":[82],"standard,":[83],"annotated":[86],"by":[87],"two":[88],"experienced":[89],"physicians.":[90],"Data":[91],"statistically":[93],"analyzed":[94],"using":[95],"precision,":[96,132,177,194],"recall":[97],"F1":[99],"score":[100,136,181,198],"with":[101,119],"1000":[102],"bootstrap":[103],"iterations.":[104],"BERT":[105],"was":[106,117],"as":[108],"baseline":[110],"deep":[111,154],"learning":[112,155],"model,":[113],"its":[115],"performance":[116,217],"compared":[118],"proposed":[121],"method.":[123],"At":[124],"report":[126],"level":[127],"detection,":[129],"overall":[131,162],"recall,":[133,178,195],"F-1":[135,180,197],"0.886,":[138,139],"0.883,":[141],"respectively,":[142],"algorithm,":[146],"which":[147],"higher":[149],"than":[150],"(0.851,":[157],"0.679,":[158],"0.733).":[160],"results":[163],"include":[164],"both":[165],"validation":[169,174,191],"data.":[170],"For":[171,188],"set,":[175,192],"0.929,":[183,184],"0.927,":[186],"respectively.":[187],"0.875,":[200],"0.879,":[201],"0.873,":[203],"demonstrating":[204],"generalizability.":[205],"In":[206],"conclusion,":[207],"show":[209],"NLP":[212],"exhibited":[214],"high":[216],"detecting":[219],"multi-institutional":[223]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
