{"id":"https://openalex.org/W7134185859","doi":"https://doi.org/10.1109/bigdata66926.2025.11400857","title":"Domain-Specific Knowledge Graphs in RAG-Enhanced Healthcare LLMS","display_name":"Domain-Specific Knowledge Graphs in RAG-Enhanced Healthcare LLMS","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134185859","doi":"https://doi.org/10.1109/bigdata66926.2025.11400857"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11400857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11400857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","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/A5093015229","display_name":"Sydney Anuyah","orcid":"https://orcid.org/0000-0003-1929-841X"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sydney Anuyah","raw_affiliation_strings":["Indiana University,Luddy School of Informatics, Computing, and Engineering,Indianapolis,IN,USA"],"affiliations":[{"raw_affiliation_string":"Indiana University,Luddy School of Informatics, Computing, and Engineering,Indianapolis,IN,USA","institution_ids":["https://openalex.org/I55769427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005596893","display_name":"Mehedi Mahmud Kaushik","orcid":null},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehedi Mahmud Kaushik","raw_affiliation_strings":["Indiana University,Luddy School of Informatics, Computing, and Engineering,Indianapolis,IN,USA"],"affiliations":[{"raw_affiliation_string":"Indiana University,Luddy School of Informatics, Computing, and Engineering,Indianapolis,IN,USA","institution_ids":["https://openalex.org/I55769427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128352820","display_name":"Hao Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Dai","raw_affiliation_strings":["School of Medicine, Indiana University,Indianapolis,IN,USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Indiana University,Indianapolis,IN,USA","institution_ids":["https://openalex.org/I55769427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033622352","display_name":"Rakesh Shiradkar","orcid":"https://orcid.org/0000-0003-2852-3869"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rakesh Shiradkar","raw_affiliation_strings":["Indiana University,Department of Biomedical Engineering and Informatics,Indianapolis,IN,USA"],"affiliations":[{"raw_affiliation_string":"Indiana University,Department of Biomedical Engineering and Informatics,Indianapolis,IN,USA","institution_ids":["https://openalex.org/I55769427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065501127","display_name":"Arjan Durresi","orcid":"https://orcid.org/0000-0002-5827-0877"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arjan Durresi","raw_affiliation_strings":["Indiana University,Luddy School of Informatics, Computing, and Engineering,Indianapolis,IN,USA"],"affiliations":[{"raw_affiliation_string":"Indiana University,Luddy School of Informatics, Computing, and Engineering,Indianapolis,IN,USA","institution_ids":["https://openalex.org/I55769427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121159498","display_name":"S. Chakraborty","orcid":null},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunandan Chakraborty","raw_affiliation_strings":["Indiana University,Luddy School of Informatics, Computing, and Engineering,Indianapolis,IN,USA"],"affiliations":[{"raw_affiliation_string":"Indiana University,Luddy School of Informatics, Computing, and Engineering,Indianapolis,IN,USA","institution_ids":["https://openalex.org/I55769427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5093015229"],"corresponding_institution_ids":["https://openalex.org/I55769427"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88647198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7943","last_page":"7952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.6514000296592712,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.6514000296592712,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.23759999871253967,"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/T10028","display_name":"Topic Modeling","score":0.012199999764561653,"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/health-care","display_name":"Health care","score":0.5591999888420105},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3165000081062317},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.29109999537467957},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.28780001401901245}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5591999888420105},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5055999755859375},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.438400000333786},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3928999900817871},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3668999969959259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3199000060558319},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.29109999537467957},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2583000063896179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11400857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11400857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W103717275","https://openalex.org/W1968392277","https://openalex.org/W1980458121","https://openalex.org/W2088721660","https://openalex.org/W2102296802","https://openalex.org/W2135591161","https://openalex.org/W2417724549","https://openalex.org/W2577526162","https://openalex.org/W2602057982","https://openalex.org/W2774743973","https://openalex.org/W3035581459","https://openalex.org/W3086295087","https://openalex.org/W3213427168","https://openalex.org/W4205111056","https://openalex.org/W4210975612","https://openalex.org/W4285128231","https://openalex.org/W4402567773","https://openalex.org/W4404148136","https://openalex.org/W4405281694","https://openalex.org/W4411540721","https://openalex.org/W4412643883","https://openalex.org/W4412888600","https://openalex.org/W4413360566","https://openalex.org/W4414359353","https://openalex.org/W4416035446","https://openalex.org/W4416036288","https://openalex.org/W4416354085"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-09T07:06:17.341095","created_date":"2026-03-09T00:00:00"}
