{"id":"https://openalex.org/W7143875857","doi":"https://doi.org/10.20736/0002001299","title":"Classification of cancer TNM stage from Japanese radiology report using on-premise LLM at NTCIR-17 MedNLP-SC RR-TNM subtask","display_name":"Classification of cancer TNM stage from Japanese radiology report using on-premise LLM at NTCIR-17 MedNLP-SC RR-TNM subtask","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W7143875857","doi":"https://doi.org/10.20736/0002001299"},"language":"en","primary_location":{"id":"pmh:oai:irdb.nii.ac.jp:03100:0005993273","is_oa":true,"landing_page_url":"https://repository.nii.ac.jp/records/2001299","pdf_url":"https://repository.nii.ac.jp/record/2001299/files/11-NTCIR17-MEDNLP-FujimotoK.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.nii.ac.jp/record/2001299/files/11-NTCIR17-MEDNLP-FujimotoK.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5131087951","display_name":"Koji Fujimoto","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Koji Fujimoto","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5131168346","display_name":"Mizuho Nishio","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mizuho Nishio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5131265027","display_name":"Chikako Tanaka","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chikako Tanaka","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5131454876","display_name":"Morteza Rohanian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Morteza Rohanian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5131067603","display_name":"Farhad Nooralahzadeh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Farhad Nooralahzadeh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5131005762","display_name":"Michael Krauthammer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Krauthammer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5131105402","display_name":"Fabio Rinaldi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabio Rinaldi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5131087951"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50995188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"none","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.33169999718666077,"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/T10028","display_name":"Topic Modeling","score":0.33169999718666077,"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/T11894","display_name":"Radiology practices and education","score":0.23149999976158142,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.05400000140070915,"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/stage","display_name":"Stage (stratigraphy)","score":0.6901000142097473},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4869999885559082},{"id":"https://openalex.org/keywords/tnm-staging-system","display_name":"TNM staging system","score":0.4097000062465668},{"id":"https://openalex.org/keywords/neoplasm-staging","display_name":"Neoplasm staging","score":0.3668000102043152},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.3190000057220459}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7973999977111816},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.6901000142097473},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5353000164031982},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4869999885559082},{"id":"https://openalex.org/C2776808855","wikidata":"https://www.wikidata.org/wiki/Q668115","display_name":"TNM staging system","level":4,"score":0.4097000062465668},{"id":"https://openalex.org/C3018130915","wikidata":"https://www.wikidata.org/wiki/Q1752284","display_name":"Neoplasm staging","level":3,"score":0.3668000102043152},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3603000044822693},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C61434518","wikidata":"https://www.wikidata.org/wiki/Q932510","display_name":"General surgery","level":1,"score":0.30160000920295715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29980000853538513},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2727000117301941}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:irdb.nii.ac.jp:03100:0005993273","is_oa":true,"landing_page_url":"https://repository.nii.ac.jp/records/2001299","pdf_url":"https://repository.nii.ac.jp/record/2001299/files/11-NTCIR17-MEDNLP-FujimotoK.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:irdb.nii.ac.jp:03100:0005993273","is_oa":true,"landing_page_url":"https://repository.nii.ac.jp/records/2001299","pdf_url":"https://repository.nii.ac.jp/record/2001299/files/11-NTCIR17-MEDNLP-FujimotoK.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5691009163","display_name":null,"funder_award_id":"23K07154","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8804604710","display_name":null,"funder_award_id":"22K07665","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"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/W7143875857.pdf","grobid_xml":"https://content.openalex.org/works/W7143875857.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1],"manuscript,":[2],"we":[3],"describe":[4],"our":[5],"submission":[6],"to":[7,20,27,37],"the":[8,38,45,49],"RR-TNM":[9],"subtask":[10],"of":[11,33],"NTCIR-17":[12],"MedNLP-SC":[13],"shared":[14],"task.":[15],"We":[16],"took":[17],"an":[18],"approach":[19],"create":[21],"extensive":[22],"question-and-answer":[23],"(Q&A)":[24],"pairs":[25],"related":[26],"TNM":[28],"classification":[29],"as":[30],"a":[31],"method":[32],"domain-specific":[34],"augmentation.":[35],"Compared":[36],"result":[39],"without":[40],"data":[41],"augmentation,":[42],"improvement":[43],"in":[44],"accuracy":[46],"especially":[47],"for":[48],"M":[50],"stage":[51],"was":[52],"observed.":[53]},"counts_by_year":[],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2026-04-01T00:00:00"}
