{"id":"https://openalex.org/W4410079576","doi":"https://doi.org/10.1093/jamia/ocaf065","title":"Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges","display_name":"Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410079576","doi":"https://doi.org/10.1093/jamia/ocaf065","pmid":"https://pubmed.ncbi.nlm.nih.gov/40323320"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaf065","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf065","pdf_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf065/63054825/ocaf065.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf065/63054825/ocaf065.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055015263","display_name":"Eric G. Poon","orcid":"https://orcid.org/0000-0002-7251-5842"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]},{"id":"https://openalex.org/I4210144876","display_name":"Duke University Health System","ror":"https://ror.org/03wfqwh68","country_code":"US","type":"education","lineage":["https://openalex.org/I4210144876"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eric G Poon","raw_affiliation_strings":["Department of Biostatistics and Bioinformatics, Duke University School of Medicine , Durham, NC,","Department of Medicine, Duke University School of Medicine , Durham, NC,","Duke University Health System , Durham, NC,"],"raw_orcid":"https://orcid.org/0000-0002-7251-5842","affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Bioinformatics, Duke University School of Medicine , Durham, NC,","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Department of Medicine, Duke University School of Medicine , Durham, NC,","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Duke University Health System , Durham, NC,","institution_ids":["https://openalex.org/I4210144876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028755814","display_name":"Christy Harris Lemak","orcid":null},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]},{"id":"https://openalex.org/I4210133079","display_name":"Scottsdale Research Institute (United States)","ror":"https://ror.org/03gv2tj61","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133079"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christy Harris Lemak","raw_affiliation_strings":["Department of Health Services Administration, University of Alabama at Birmingham , Birmingham, AL,","Scottsdale Institute , Scottsdale, AZ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Services Administration, University of Alabama at Birmingham , Birmingham, AL,","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Scottsdale Institute , Scottsdale, AZ,","institution_ids":["https://openalex.org/I4210133079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077904660","display_name":"J.C. Rojas","orcid":"https://orcid.org/0000-0002-8561-4575"},"institutions":[{"id":"https://openalex.org/I49886154","display_name":"Rush University","ror":"https://ror.org/01k9xac83","country_code":"US","type":"education","lineage":["https://openalex.org/I49886154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan C Rojas","raw_affiliation_strings":["Rush University System for Health , Chicago, IL,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rush University System for Health , Chicago, IL,","institution_ids":["https://openalex.org/I49886154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056787431","display_name":"Janet Guptill","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133079","display_name":"Scottsdale Research Institute (United States)","ror":"https://ror.org/03gv2tj61","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133079"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janet Guptill","raw_affiliation_strings":["Scottsdale Institute , Scottsdale, AZ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scottsdale Institute , Scottsdale, AZ,","institution_ids":["https://openalex.org/I4210133079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047160707","display_name":"David C. Classen","orcid":"https://orcid.org/0000-0001-7573-4875"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Classen","raw_affiliation_strings":["Division of Epidemiology, University of Utah School of Medicine , Salt Lake City, UT,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Epidemiology, University of Utah School of Medicine , Salt Lake City, UT,","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055015263"],"corresponding_institution_ids":["https://openalex.org/I170897317","https://openalex.org/I4210144876"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":32.7218,"has_fulltext":true,"cited_by_count":64,"citation_normalized_percentile":{"value":0.99750505,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"32","issue":"7","first_page":"1093","last_page":"1100"},"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":0.9453999996185303,"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":0.9453999996185303,"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/T10350","display_name":"Electronic Health Records Systems","score":0.018300000578165054,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.00430000014603138,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.8014875650405884},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.574744701385498},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5618792772293091},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.44267696142196655},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.383546382188797},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3712194561958313},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35230427980422974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3369588851928711},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.3369346261024475},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.26922860741615295},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11411076784133911}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8014875650405884},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.574744701385498},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5618792772293091},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.44267696142196655},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.383546382188797},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3712194561958313},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35230427980422974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3369588851928711},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.3369346261024475},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26922860741615295},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11411076784133911},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004059","descriptor_name":"Diffusion of Innovation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004059","descriptor_name":"Diffusion of Innovation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004059","descriptor_name":"Diffusion of Innovation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004059","descriptor_name":"Diffusion of Innovation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004059","descriptor_name":"Diffusion of Innovation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocaf065","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf065","pdf_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf065/63054825/ocaf065.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:40323320","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40323320","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12202002","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12202002","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocaf065","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf065","pdf_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocaf065/63054825/ocaf065.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5}],"awards":[{"id":"https://openalex.org/G197529489","display_name":null,"funder_award_id":"R01DA051464","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"}],"funders":[{"id":"https://openalex.org/F4320306139","display_name":"Robert Wood Johnson Foundation","ror":"https://ror.org/02ymmdj85"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410079576.pdf","grobid_xml":"https://content.openalex.org/works/W4410079576.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1543526618","https://openalex.org/W1997065578","https://openalex.org/W2525984666","https://openalex.org/W2745050592","https://openalex.org/W2946674875","https://openalex.org/W2996550193","https://openalex.org/W4205164650","https://openalex.org/W4213375660","https://openalex.org/W4223637623","https://openalex.org/W4253668592","https://openalex.org/W4312052749","https://openalex.org/W4386736797","https://openalex.org/W4387296910","https://openalex.org/W4389992596","https://openalex.org/W4391168223","https://openalex.org/W4391598924","https://openalex.org/W4391995913","https://openalex.org/W4395464495","https://openalex.org/W4396766072","https://openalex.org/W4400070967","https://openalex.org/W4400456006","https://openalex.org/W4402308607","https://openalex.org/W4403107901","https://openalex.org/W4403813493","https://openalex.org/W4404471482","https://openalex.org/W4404636996","https://openalex.org/W4404754484","https://openalex.org/W4405499002","https://openalex.org/W4406110125"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2618286804","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W2329643025","https://openalex.org/W632915154"],"abstract_inverted_index":{"IMPORTANCE:":[0],"The":[1,128],"US":[2,53,93,295],"healthcare":[3,54,95,296,349],"system":[4],"faces":[5],"significant":[6,154,268],"challenges,":[7,30],"including":[8],"clinician":[9],"burnout,":[10],"operational":[11],"inefficiencies,":[12],"and":[13,35,58,80,113,151,167,194,209,282,298,311,323,334,344],"concerns":[14,280],"about":[15],"patient":[16],"safety.":[17],"Artificial":[18],"intelligence":[19],"(AI),":[20],"particularly":[21],"generative":[22,65,176],"AI,":[23],"has":[24],"the":[25,46,63,87,101,110,132,142,152,160,183,213],"potential":[26],"to":[27,37,60,156,270,340],"address":[28],"these":[29,327],"but":[31,253],"its":[32],"adoption,":[33,271],"effectiveness,":[34],"barriers":[36,59,155,315],"implementation":[38,61],"are":[39],"not":[40],"well":[41],"understood.":[42],"OBJECTIVE:":[43],"To":[44],"evaluate":[45],"current":[47],"state":[48],"of":[49,86,92,116,134,144,169,189,200,223,275,309,346],"AI":[50,66,118,135,148,165,177,204,218,243,263,303,319,347],"adoption":[51,166,192,310,345],"in":[52,77,259,294],"systems,":[55,164],"assess":[56],"successes":[57,231],"during":[62],"early":[64,250,300],"era.":[67],"DESIGN,":[68],"SETTING,":[69],"AND":[70,126,287],"PARTICIPANTS:":[71],"This":[72],"cross-sectional":[73],"survey":[74,102],"was":[75,182],"conducted":[76],"Fall":[78],"2024,":[79],"included":[81],"67":[82],"health":[83,98,163],"systems":[84,99,297],"members":[85],"Scottsdale":[88],"Institute,":[89],"a":[90,175,197,267],"collaborative":[91],"non-profit":[94],"organizations.":[96],"Forty-three":[97],"completed":[100],"(64%":[103],"response":[104],"rate).":[105],"Respondents":[106],"provided":[107],"data":[108],"on":[109],"deployment":[111],"status":[112],"perceived":[114],"success":[115,146,170,201,258],"37":[117],"use":[119,136,149,185,219,234,304],"cases":[120,235,305],"across":[121],"10":[122],"categories.":[123],"MAIN":[124],"OUTCOMES":[125],"MEASURES:":[127],"primary":[129],"outcomes":[130],"were":[131,236,265],"extent":[133],"case":[137,186],"development,":[138],"piloting,":[139],"or":[140],"deployment,":[141,229],"degree":[143,199],"reported":[145,196],"for":[147,179,205,244],"cases,":[150],"most":[153,214],"adoption.":[157],"RESULTS:":[158],"Across":[159],"43":[161],"responding":[162],"perceptions":[168],"varied":[171],"significantly.":[172],"Ambient":[173,289],"Notes,":[174],"tool":[178],"clinical":[180,217,245],"documentation,":[181],"only":[184,254],"with":[187,202,221,232],"100%":[188],"respondents":[190],"reporting":[191,225],"activities,":[193],"53%":[195],"high":[198,257],"using":[203],"Clinical":[206],"Documentation.":[207],"Imaging":[208],"radiology":[210],"emerged":[211],"as":[212,249,317],"widely":[215],"deployed":[216,242],"case,":[220],"90%":[222],"organizations":[224,240],"at":[226],"least":[227],"partial":[228],"although":[230],"diagnostic":[233],"limited.":[237],"Similarly,":[238],"many":[239],"have":[241],"risk":[246],"stratification":[247],"such":[248,316],"sepsis":[251],"detection,":[252],"38%":[255],"report":[256],"this":[260],"area.":[261],"Immature":[262],"tools":[264],"identified":[266],"barrier":[269],"cited":[272],"by":[273,278,314],"77%":[274],"respondents,":[276],"followed":[277],"financial":[279,321],"(47%)":[281],"regulatory":[283,324],"uncertainty":[284],"(40%).":[285],"CONCLUSIONS":[286],"RELEVANCE:":[288],"Notes":[290],"is":[291],"rapidly":[292],"advancing":[293],"demonstrating":[299],"success.":[301],"Other":[302],"show":[306],"varying":[307],"degrees":[308],"success,":[312],"constrained":[313],"immature":[318],"tools,":[320],"concerns,":[322],"uncertainty.":[325],"Addressing":[326],"challenges":[328],"through":[329],"robust":[330],"evaluations,":[331],"shared":[332],"strategies,":[333],"governance":[335],"models":[336],"will":[337],"be":[338],"essential":[339],"ensure":[341],"effective":[342],"integration":[343],"into":[348],"practice.":[350]},"counts_by_year":[{"year":2026,"cited_by_count":37},{"year":2025,"cited_by_count":27}],"updated_date":"2026-05-12T08:28:47.272897","created_date":"2025-10-10T00:00:00"}