{"id":"https://openalex.org/W7154469092","doi":"https://doi.org/10.1007/978-3-032-16992-1_5","title":"Multimodal Contrastive Learning for\u00a0Clinical Data Alignment via\u00a0Fat Composition Representations","display_name":"Multimodal Contrastive Learning for\u00a0Clinical Data Alignment via\u00a0Fat Composition Representations","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7154469092","doi":"https://doi.org/10.1007/978-3-032-16992-1_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-16992-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16992-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","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":"https://openalex.org/A5119936906","display_name":"Bernabe Sanchez-Sos","orcid":null},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Bernab\u00e9 S\u00e1nchez-Sos","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0009-0008-9484-7451","affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092032803","display_name":"Mario Tom\u00e9-Fern\u00e1ndez","orcid":"https://orcid.org/0009-0009-1471-8260"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mario Tom\u00e9-Fern\u00e1ndez","raw_affiliation_strings":["Department of Health Psychology, University of Alicante, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0009-0009-1471-8260","affiliations":[{"raw_affiliation_string":"Department of Health Psychology, University of Alicante, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119804834","display_name":"Ismael Bevi\u00e1-Ballesteros","orcid":"https://orcid.org/0009-0004-2386-9611"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ismael Bevi\u00e1-Ballesteros","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0009-0004-2386-9611","affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115546128","display_name":"Mario Jerez-Tall\u00f3n","orcid":"https://orcid.org/0009-0009-8577-4104"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mario Jerez-Tall\u00f3n","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0009-0009-8577-4104","affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123791541","display_name":"Nahuel Garcia-D'urso","orcid":null},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nahuel Garc\u00eda-D\u2019Urso","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2595-6055","affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045870755","display_name":"Jorge Azor\u00edn-L\u00f3pez","orcid":"https://orcid.org/0000-0003-4762-6927"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Azor\u00edn-L\u00f3pez","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4762-6927","affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049623161","display_name":"Marcelo Saval-Calvo","orcid":"https://orcid.org/0000-0002-6245-5145"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marcelo Saval-Calvo","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6245-5145","affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080320457","display_name":"Andr\u00e9s Fuster-Guill\u00f3","orcid":"https://orcid.org/0000-0003-0938-6344"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Fuster-Guill\u00f3","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0938-6344","affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124971819","display_name":"Miriam Sanchez-SanSegundo","orcid":null},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miriam S\u00e1nchez-SanSegundo","raw_affiliation_strings":["Department of Health Psychology, University of Alicante, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2114-6503","affiliations":[{"raw_affiliation_string":"Department of Health Psychology, University of Alicante, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5119936906"],"corresponding_institution_ids":["https://openalex.org/I130194489"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.2711000144481659,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.2711000144481659,"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/T11448","display_name":"Face recognition and analysis","score":0.19859999418258667,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.12189999967813492,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/statistical-learning","display_name":"Statistical learning","score":0.3357999920845032},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.3264000117778778},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.31779998540878296},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3109000027179718},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3046000003814697}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5909000039100647},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5820000171661377},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5159000158309937},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.3357999920845032},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3264000117778778},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.31779998540878296},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3046000003814697},{"id":"https://openalex.org/C2777629044","wikidata":"https://www.wikidata.org/wiki/Q614959","display_name":"Contrastive analysis","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2743000090122223},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.2599000036716461},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-16992-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16992-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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":8,"referenced_works":["https://openalex.org/W1982602602","https://openalex.org/W2810081096","https://openalex.org/W2905810301","https://openalex.org/W3039952896","https://openalex.org/W4285289291","https://openalex.org/W4312533035","https://openalex.org/W4386083008","https://openalex.org/W4386249272"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-04-16T00:00:00"}