{"id":"https://openalex.org/W4389000204","doi":"https://doi.org/10.1007/978-3-031-47679-2_7","title":"Multimodal LLMs for\u00a0Health Grounded in\u00a0Individual-Specific Data","display_name":"Multimodal LLMs for\u00a0Health Grounded in\u00a0Individual-Specific Data","publication_year":2023,"publication_date":"2023-11-25","ids":{"openalex":"https://openalex.org/W4389000204","doi":"https://doi.org/10.1007/978-3-031-47679-2_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-47679-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47679-2_7","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":"https://openalex.org/A5042887084","display_name":"Anastasiya Belyaeva","orcid":"https://orcid.org/0009-0008-8275-4047"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anastasiya Belyaeva","raw_affiliation_strings":["Google Research, San Francisco, CA, 94105, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, San Francisco, CA, 94105, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081217089","display_name":"Justin Cosentino","orcid":"https://orcid.org/0000-0003-1012-9556"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin Cosentino","raw_affiliation_strings":["Google Research, San Francisco, CA, 94105, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, San Francisco, CA, 94105, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016230870","display_name":"Farhad Hormozdiari","orcid":"https://orcid.org/0000-0002-5617-6174"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farhad Hormozdiari","raw_affiliation_strings":["Google Research, Cambridge, MA, 02142, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, Cambridge, MA, 02142, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008189820","display_name":"Krishnan Eswaran","orcid":"https://orcid.org/0000-0003-0241-5771"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Krish Eswaran","raw_affiliation_strings":["Google Research, San Francisco, CA, 94105, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, San Francisco, CA, 94105, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001432896","display_name":"Shravya Shetty","orcid":"https://orcid.org/0000-0003-3783-3172"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shravya Shetty","raw_affiliation_strings":["Google Research, San Francisco, CA, 94105, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, San Francisco, CA, 94105, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068955381","display_name":"Greg S. Corrado","orcid":"https://orcid.org/0000-0001-8817-0992"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg Corrado","raw_affiliation_strings":["Google Research, San Francisco, CA, 94105, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, San Francisco, CA, 94105, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071154269","display_name":"Andrew Carroll","orcid":"https://orcid.org/0000-0002-4824-6689"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Carroll","raw_affiliation_strings":["Google Research, San Francisco, CA, 94105, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, San Francisco, CA, 94105, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021644000","display_name":"Cory Y. McLean","orcid":"https://orcid.org/0000-0001-9928-8216"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cory Y. McLean","raw_affiliation_strings":["Google Research, Cambridge, MA, 02142, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, Cambridge, MA, 02142, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039220102","display_name":"Nicholas A. Furlotte","orcid":"https://orcid.org/0000-0002-9096-6276"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas A. Furlotte","raw_affiliation_strings":["Google Research, San Francisco, CA, 94105, USA"],"affiliations":[{"raw_affiliation_string":"Google Research, San Francisco, CA, 94105, USA","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5042887084"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":29.2165,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.99788735,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9854999780654907,"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":0.9854999780654907,"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9569000005722046,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.746842086315155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7131134867668152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45881280303001404},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41973876953125}],"concepts":[{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.746842086315155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7131134867668152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45881280303001404},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41973876953125},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-47679-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47679-2_7","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2127951128","https://openalex.org/W2194775991","https://openalex.org/W2295598076","https://openalex.org/W2895486342","https://openalex.org/W2917263971","https://openalex.org/W2947236019","https://openalex.org/W2963855133","https://openalex.org/W2987322729","https://openalex.org/W3112116031","https://openalex.org/W3120224790","https://openalex.org/W3126337491","https://openalex.org/W3135367836","https://openalex.org/W3165878141","https://openalex.org/W3194979994","https://openalex.org/W3213233983","https://openalex.org/W4205991051","https://openalex.org/W4225323055","https://openalex.org/W4283031227","https://openalex.org/W4295951577","https://openalex.org/W4308885870","https://openalex.org/W4312220150","https://openalex.org/W4365143687","https://openalex.org/W4366163170","https://openalex.org/W4386071707","https://openalex.org/W4402671806","https://openalex.org/W6600159499","https://openalex.org/W6600234944","https://openalex.org/W6603527449","https://openalex.org/W6778883912"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}