{"id":"https://openalex.org/W4415032003","doi":"https://doi.org/10.4018/979-8-3373-2008-3.ch003","title":"Transforming Healthcare with Large Language Models and AI Agents","display_name":"Transforming Healthcare with Large Language Models and AI Agents","publication_year":2025,"publication_date":"2025-10-10","ids":{"openalex":"https://openalex.org/W4415032003","doi":"https://doi.org/10.4018/979-8-3373-2008-3.ch003"},"language":"en","primary_location":{"id":"doi:10.4018/979-8-3373-2008-3.ch003","doi":"https://doi.org/10.4018/979-8-3373-2008-3.ch003","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3373-2008-3.ch003","pdf_url":null,"source":{"id":"https://openalex.org/S4210180746","display_name":"Advances in computational intelligence and robotics book series","issn_l":"2327-042X","issn":["2327-042X","2327-0411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Computational Intelligence and Robotics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4415032031","display_name":"Advanced Interdisciplinary Applications of Large Language Models and AI Agents"},"type":"book-chapter","is_traditional":true,"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/A5102021601","display_name":"R. N. Ravikumar","orcid":"https://orcid.org/0009-0009-3705-1681","observed_orcids":["https://orcid.org/0009-0009-3705-1681"]},"institutions":[{"id":"https://openalex.org/I3132999081","display_name":"Marwadi University","ror":"https://ror.org/030dn1812","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132999081"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ravikumar R. N.","raw_affiliation_strings":["Marwadi University, Rajkot, India"],"raw_orcid":"https://orcid.org/0009-0009-3705-1681","affiliations":[{"raw_affiliation_string":"Marwadi University, Rajkot, India","institution_ids":["https://openalex.org/I3132999081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031545532","display_name":"Shilpa Aarthi","orcid":"https://orcid.org/0009-0006-9064-2091","observed_orcids":["https://orcid.org/0009-0006-9064-2091"]},"institutions":[{"id":"https://openalex.org/I3132999081","display_name":"Marwadi University","ror":"https://ror.org/030dn1812","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132999081"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aarthi S.","raw_affiliation_strings":["Marwadi University, Rajkot, India"],"raw_orcid":"https://orcid.org/0009-0006-9064-2091","affiliations":[{"raw_affiliation_string":"Marwadi University, Rajkot, India","institution_ids":["https://openalex.org/I3132999081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023883849","display_name":"Izzatbek Rejapov","orcid":"https://orcid.org/0009-0000-0590-8710","observed_orcids":["https://orcid.org/0009-0000-0590-8710"]},"institutions":[{"id":"https://openalex.org/I4405255828","display_name":"Mamun University","ror":"https://ror.org/03fatne33","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4405255828"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Izzatbek Rejapov Olimbaevich","raw_affiliation_strings":["Mamun University, Khiva, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mamun University, Khiva, Uzbekistan","institution_ids":["https://openalex.org/I4405255828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119936979","display_name":"Sultonova Mashkhura","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I14916453","display_name":"Urgench State University","ror":"https://ror.org/0593kfr97","country_code":"UZ","type":"education","lineage":["https://openalex.org/I14916453"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Sultonova Mashkhura","raw_affiliation_strings":["Urgench State University Named After Abu Raykhan Beruni, Urgench, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Urgench State University Named After Abu Raykhan Beruni, Urgench, Uzbekistan","institution_ids":["https://openalex.org/I14916453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135948510","display_name":"Saodat Musaeva","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405254457","display_name":"Termez University of Economics and Service","ror":"https://ror.org/01tts0094","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4405254457"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Saodat Musayeva","raw_affiliation_strings":["Termez University of Economics and Service, Termez, Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Termez University of Economics and Service, Termez, Uzbekistan","institution_ids":["https://openalex.org/I4405254457"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.4002,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.98227736,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.0,"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/large-language-models","display_name":"large language models","score":0.996999979019165},{"id":"https://openalex.org/keywords/ai-agents","display_name":"AI agents","score":0.9610000252723694},{"id":"https://openalex.org/keywords/health-care","display_name":"health care","score":0.5320000052452087},{"id":"https://openalex.org/keywords/gpt-3","display_name":"GPT-3","score":0.8790000081062317},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.9409999847412109},{"id":"https://openalex.org/keywords/diagnosis","display_name":"diagnosis","score":0.8790000081062317},{"id":"https://openalex.org/keywords/virtual-care","display_name":"virtual care","score":0.7360000014305115},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"precision medicine","score":0.7940000295639038},{"id":"https://openalex.org/keywords/administrative-automation","display_name":"administrative automation","score":0.890999972820282},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.9599999785423279},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":1.0},{"id":"https://openalex.org/keywords/ai-governance","display_name":"AI governance","score":0.9869999885559082},{"id":"https://openalex.org/keywords/responsible-ai","display_name":"responsible AI","score":0.6620000004768372},{"id":"https://openalex.org/keywords/patient-engagement","display_name":"patient engagement","score":0.6119999885559082}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6212999820709229},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6116999983787537},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5264000296592712},{"id":"https://openalex.org/C3018457447","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Healthcare delivery","level":3,"score":0.5012999773025513},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.444599986076355},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4180000126361847},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4083999991416931},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3659000098705292},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34929999709129333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32359999418258667},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.2667999863624573},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.25929999351501465}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/979-8-3373-2008-3.ch003","doi":"https://doi.org/10.4018/979-8-3373-2008-3.ch003","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3373-2008-3.ch003","pdf_url":null,"source":{"id":"https://openalex.org/S4210180746","display_name":"Advances in computational intelligence and robotics book series","issn_l":"2327-042X","issn":["2327-042X","2327-0411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Computational Intelligence and Robotics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4043000042438507,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W3200759624","https://openalex.org/W4200218394","https://openalex.org/W4210323413","https://openalex.org/W4324063765","https://openalex.org/W4384129262","https://openalex.org/W4386035315","https://openalex.org/W4386897457","https://openalex.org/W4387752701","https://openalex.org/W4388196756","https://openalex.org/W4393529891","https://openalex.org/W4393863981","https://openalex.org/W4394761398","https://openalex.org/W4399517054","https://openalex.org/W4400746927","https://openalex.org/W4403151544","https://openalex.org/W4404087804","https://openalex.org/W4406468439","https://openalex.org/W4406873895","https://openalex.org/W4408021873","https://openalex.org/W4409235391","https://openalex.org/W4413245350"],"related_works":["https://openalex.org/W4409766346","https://openalex.org/W4411152587","https://openalex.org/W4408388958","https://openalex.org/W7214081186","https://openalex.org/W7128642387","https://openalex.org/W4402906472","https://openalex.org/W7118705013","https://openalex.org/W4414037161","https://openalex.org/W7169803485","https://openalex.org/W4412004049"],"abstract_inverted_index":{"The":[0,71],"chapter":[1,72,111],"\u201cTransforming":[2],"Healthcare":[3],"with":[4],"Large":[5],"Language":[6],"Models":[7],"and":[8,16,39,51,67,83,98,108,122,129,133],"AI":[9,18,43,88,101,123],"Agents\u201d":[10],"explores":[11],"how":[12],"technologies":[13],"like":[14],"GPT-3":[15],"advanced":[17],"agents":[19,44,124],"are":[20],"reshaping":[21],"healthcare.":[22],"These":[23],"tools":[24],"can":[25],"process":[26],"massive":[27],"volumes":[28],"of":[29,86,120],"medical":[30,130],"data":[31,79],"to":[32,94,116,125],"provide":[33],"real-time":[34],"insights,":[35],"aiding":[36],"clinical":[37],"decision-making":[38],"improving":[40],"patient":[41,46],"outcomes.":[42],"enhance":[45],"engagement,":[47],"assist":[48],"in":[49],"diagnosis,":[50],"support":[52],"treatment":[53],"planning.":[54],"Key":[55],"applications":[56],"include":[57],"boosting":[58],"diagnostic":[59],"accuracy,":[60],"automating":[61],"administrative":[62],"processes,":[63],"enabling":[64],"virtual":[65],"care,":[66],"advancing":[68],"precision":[69],"medicine.":[70],"also":[73],"addresses":[74],"critical":[75],"challenges":[76],"such":[77],"as":[78],"privacy,":[80],"algorithmic":[81],"bias,":[82],"the":[84,118],"importance":[85],"transparent":[87],"governance.":[89],"It":[90],"offers":[91],"practical":[92],"recommendations":[93],"mitigate":[95],"these":[96],"issues":[97],"ensure":[99],"responsible":[100],"deployment.":[102],"Designed":[103],"for":[104],"healthcare":[105,127],"professionals,":[106],"researchers,":[107],"policymakers,":[109],"this":[110],"provides":[112],"a":[113],"comprehensive":[114],"guide":[115],"harnessing":[117],"power":[119],"LLMs":[121],"transform":[126],"delivery":[128],"research":[131],"effectively":[132],"ethically.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":9}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2025-10-10T00:00:00"}
