{"id":"https://openalex.org/W4414521596","doi":"https://doi.org/10.1007/978-3-032-05559-0_24","title":"Adapting Vision Language Models for\u00a0Structured Clinical Description Generation in\u00a0Mammography","display_name":"Adapting Vision Language Models for\u00a0Structured Clinical Description Generation in\u00a0Mammography","publication_year":2025,"publication_date":"2025-09-21","ids":{"openalex":"https://openalex.org/W4414521596","doi":"https://doi.org/10.1007/978-3-032-05559-0_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05559-0_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05559-0_24","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":null,"display_name":"Andr\u00e9 C. Castro","orcid":null},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Andr\u00e9 C. Castro","raw_affiliation_strings":["Institute of Informatics, Federal University of Goi\u00e1s, Goi\u00e2nia, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Federal University of Goi\u00e1s, Goi\u00e2nia, Brazil","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dayane Rodrigues","orcid":null},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Dayane Rodrigues","raw_affiliation_strings":["Institute of Informatics, Federal University of Goi\u00e1s, Goi\u00e2nia, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Federal University of Goi\u00e1s, Goi\u00e2nia, Brazil","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080739504","display_name":"Arlindo Rodrigues Galv\u00e3o Filho","orcid":"https://orcid.org/0000-0003-2151-8039"},"institutions":[{"id":"https://openalex.org/I4210116758","display_name":"Knowledge Foundation","ror":"https://ror.org/02cbq7e25","country_code":"SE","type":"nonprofit","lineage":["https://openalex.org/I4210116758"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Arlindo R. G. Filho","raw_affiliation_strings":["Advanced Knowledge Center for Immersive Technologies, Goi\u00e2nia, Brazil"],"affiliations":[{"raw_affiliation_string":"Advanced Knowledge Center for Immersive Technologies, Goi\u00e2nia, Brazil","institution_ids":["https://openalex.org/I4210116758"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I68106152"],"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":0.56913275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10028","display_name":"Topic Modeling","score":0.996399998664856,"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":0.9918000102043152,"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/mammography","display_name":"Mammography","score":0.6528000235557556},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5860999822616577},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5365999937057495},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5293999910354614},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.37130001187324524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8802000284194946},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6528000235557556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6229000091552734},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5860999822616577},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5365999937057495},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5293999910354614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4765999913215637},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39570000767707825},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.37130001187324524},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.31220000982284546},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.28529998660087585},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C2910710802","wikidata":"https://www.wikidata.org/wiki/Q17011492","display_name":"Screening mammography","level":5,"score":0.2689000070095062},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.2630000114440918}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-05559-0_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05559-0_24","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":21,"referenced_works":["https://openalex.org/W1895577753","https://openalex.org/W2409650203","https://openalex.org/W2560617851","https://openalex.org/W2770114997","https://openalex.org/W2770165365","https://openalex.org/W2783710041","https://openalex.org/W2912968987","https://openalex.org/W2964189045","https://openalex.org/W2980030301","https://openalex.org/W3004691496","https://openalex.org/W3098325931","https://openalex.org/W3166845084","https://openalex.org/W3201906559","https://openalex.org/W4205164650","https://openalex.org/W4229449384","https://openalex.org/W4285531589","https://openalex.org/W4315754639","https://openalex.org/W4365143687","https://openalex.org/W4392044798","https://openalex.org/W4402454584","https://openalex.org/W6959676269"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}