{"id":"https://openalex.org/W4395701918","doi":"https://doi.org/10.1145/3603287.3651196","title":"Promise and Challenges of Generative AI in Healthcare Information Systems","display_name":"Promise and Challenges of Generative AI in Healthcare Information Systems","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4395701918","doi":"https://doi.org/10.1145/3603287.3651196"},"language":"en","primary_location":{"id":"doi:10.1145/3603287.3651196","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603287.3651196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 ACM Southeast Conference on ZZZ","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/A5072319119","display_name":"Stanislav Ustymenko","orcid":"https://orcid.org/0009-0006-2541-5087"},"institutions":[{"id":"https://openalex.org/I141988045","display_name":"Saint Leo University","ror":"https://ror.org/02p804s75","country_code":"US","type":"education","lineage":["https://openalex.org/I141988045"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Stanislav Ustymenko","raw_affiliation_strings":["Saint Leo University, Saint Leo, Florida, USA"],"raw_orcid":"https://orcid.org/0009-0006-2541-5087","affiliations":[{"raw_affiliation_string":"Saint Leo University, Saint Leo, Florida, USA","institution_ids":["https://openalex.org/I141988045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052048141","display_name":"Abhishek Phadke","orcid":"https://orcid.org/0000-0001-6420-0499"},"institutions":[{"id":"https://openalex.org/I96749437","display_name":"Texas A&M University \u2013 Corpus Christi","ror":"https://ror.org/01mrfdz82","country_code":"US","type":"education","lineage":["https://openalex.org/I96749437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhishek Phadke","raw_affiliation_strings":["Texas A&M University Corpus Christi, Corpus Christi, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0001-6420-0499","affiliations":[{"raw_affiliation_string":"Texas A&M University Corpus Christi, Corpus Christi, Texas, USA","institution_ids":["https://openalex.org/I96749437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072319119"],"corresponding_institution_ids":["https://openalex.org/I141988045"],"apc_list":null,"apc_paid":null,"fwci":0.4587,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66745695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"228"},"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":0.9850999712944031,"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":0.9850999712944031,"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":0.9794999957084656,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.958899974822998,"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/generative-grammar","display_name":"Generative grammar","score":0.6655398607254028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6118773818016052},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5068588852882385},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.45963579416275024},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.4360727071762085},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41635069251060486},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4118145704269409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4053618609905243},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15785002708435059},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07073068618774414}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6655398607254028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6118773818016052},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5068588852882385},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.45963579416275024},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.4360727071762085},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41635069251060486},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4118145704269409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4053618609905243},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15785002708435059},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07073068618774414},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3603287.3651196","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603287.3651196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 ACM Southeast Conference on ZZZ","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1995413076","https://openalex.org/W2505071234","https://openalex.org/W2737689905","https://openalex.org/W2951635356","https://openalex.org/W2996854111","https://openalex.org/W3095319910","https://openalex.org/W4361000349","https://openalex.org/W4385835435","https://openalex.org/W4386002917","https://openalex.org/W4386141641","https://openalex.org/W4387144847","https://openalex.org/W4389917881"],"related_works":["https://openalex.org/W1159694101","https://openalex.org/W4312778074","https://openalex.org/W2797427871","https://openalex.org/W3024114128","https://openalex.org/W3214957520","https://openalex.org/W4322577590","https://openalex.org/W2932738180","https://openalex.org/W1965298590","https://openalex.org/W2329153216","https://openalex.org/W4380151695"],"abstract_inverted_index":{"Large":[0],"Language":[1],"Models":[2],"(LLMs)":[3],"based":[4],"on":[5,19,114],"pretrained":[6],"transformer":[7],"architectures,":[8],"such":[9],"as":[10],"Generative":[11],"Pretrained":[12],"Transformer":[13],"4":[14],"(GPT-4)":[15],"from":[16],"OpenAI,":[17],"are":[18,35,54],"the":[20,36,62,76],"cutting":[21],"age":[22],"of":[23,38,64,81,97,106,112,125],"artificial":[24],"intelligence":[25],"research.":[26,137],"Along":[27],"with":[28,103],"generating":[29],"abundant":[30],"academic":[31],"literature,":[32],"these":[33],"models":[34],"basis":[37],"numerous":[39,69],"practical":[40,70],"systems":[41],"widely":[42],"utilized":[43],"by":[44],"end":[45],"users":[46],"and":[47,58,100,132],"organizations.":[48],"In":[49,90],"healthcare":[50,118,127],"information":[51],"systems,":[52],"there":[53],"many":[55],"case":[56],"studies":[57],"research":[59],"prototypes":[60],"demonstrating":[61],"promise":[63],"applying":[65],"GPT-like":[66],"programs":[67],"to":[68],"natural":[71],"language":[72],"processing":[73],"tasks.":[74],"At":[75],"same":[77],"time,":[78],"current":[79,104],"limitations":[80],"LLMs":[82,116],"prevent":[83],"their":[84],"safe":[85],"deployments":[86],"in":[87,117],"professional":[88],"environments.":[89],"this":[91],"study,":[92],"we":[93,121],"give":[94],"an":[95,110],"overview":[96,111],"capabilities,":[98],"limitations,":[99],"risks":[101],"associated":[102],"iterations":[105],"LLMs.":[107],"We":[108],"provide":[109],"literature":[113],"using":[115],"context.":[119],"Finally,":[120],"present":[122],"a":[123],"framework":[124],"generic":[126],"IT":[128],"system":[129],"utilizing":[130],"LLMs,":[131],"discuss":[133],"avenues":[134],"for":[135],"future":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}