{"id":"https://openalex.org/W4412653555","doi":"https://doi.org/10.1016/j.ijmedinf.2025.106051","title":"Bridging the digital divide: artificial intelligence as a catalyst for health equity in primary care settings","display_name":"Bridging the digital divide: artificial intelligence as a catalyst for health equity in primary care settings","publication_year":2025,"publication_date":"2025-07-18","ids":{"openalex":"https://openalex.org/W4412653555","doi":"https://doi.org/10.1016/j.ijmedinf.2025.106051","pmid":"https://pubmed.ncbi.nlm.nih.gov/40706198"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijmedinf.2025.106051","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2025.106051","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ijmedinf.2025.106051","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038718715","display_name":"Ayokunle Osonuga","orcid":"https://orcid.org/0000-0001-8269-6846"},"institutions":[{"id":"https://openalex.org/I1118541","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93","country_code":"GB","type":"education","lineage":["https://openalex.org/I1118541"]},{"id":"https://openalex.org/I30887324","display_name":"Babcock University","ror":"https://ror.org/00k0k7y87","country_code":"NG","type":"education","lineage":["https://openalex.org/I30887324"]}],"countries":["GB","NG"],"is_corresponding":false,"raw_author_name":"Ayokunle Osonuga","raw_affiliation_strings":["Coltishall Medical Practice, NHS GP Surgery, Norfolk NR12 7HA, United Kingdom; Department of Primary Care, University of East Anglia, Norwich, United Kingdom","Department of Adult Nursing, Babcock University, Ilisan-remo, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coltishall Medical Practice, NHS GP Surgery, Norfolk NR12 7HA, United Kingdom; Department of Primary Care, University of East Anglia, Norwich, United Kingdom","institution_ids":["https://openalex.org/I1118541"]},{"raw_affiliation_string":"Department of Adult Nursing, Babcock University, Ilisan-remo, Nigeria","institution_ids":["https://openalex.org/I30887324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061839841","display_name":"Adewoyin Osonuga","orcid":null},"institutions":[{"id":"https://openalex.org/I1118541","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93","country_code":"GB","type":"education","lineage":["https://openalex.org/I1118541"]},{"id":"https://openalex.org/I30887324","display_name":"Babcock University","ror":"https://ror.org/00k0k7y87","country_code":"NG","type":"education","lineage":["https://openalex.org/I30887324"]}],"countries":["GB","NG"],"is_corresponding":false,"raw_author_name":"Adewoyin A. Osonuga","raw_affiliation_strings":["Coltishall Medical Practice, NHS GP Surgery, Norfolk NR12 7HA, United Kingdom; Department of Primary Care, University of East Anglia, Norwich, United Kingdom","Department of Adult Nursing, Babcock University, Ilisan-remo, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coltishall Medical Practice, NHS GP Surgery, Norfolk NR12 7HA, United Kingdom; Department of Primary Care, University of East Anglia, Norwich, United Kingdom","institution_ids":["https://openalex.org/I1118541"]},{"raw_affiliation_string":"Department of Adult Nursing, Babcock University, Ilisan-remo, Nigeria","institution_ids":["https://openalex.org/I30887324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114457850","display_name":"Sandra Chinaza Fidelis","orcid":null},"institutions":[{"id":"https://openalex.org/I185852735","display_name":"University of Lancashire","ror":"https://ror.org/010jbqd54","country_code":"GB","type":"education","lineage":["https://openalex.org/I185852735"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sandra Chinaza Fidelis","raw_affiliation_strings":["School of Nursing and Midwifery, University of Central Lancashire, Preston Campus, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing and Midwifery, University of Central Lancashire, Preston Campus, United Kingdom","institution_ids":["https://openalex.org/I185852735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119073002","display_name":"Gloria C Osonuga","orcid":null},"institutions":[{"id":"https://openalex.org/I169768744","display_name":"Norwich University","ror":"https://ror.org/04we7d902","country_code":"US","type":"education","lineage":["https://openalex.org/I169768744"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gloria C. Osonuga","raw_affiliation_strings":["Department of General Practice, Norwich VTS Scheme/ HEE East of England, Norwich, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Practice, Norwich VTS Scheme/ HEE East of England, Norwich, United Kingdom","institution_ids":["https://openalex.org/I169768744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009751340","display_name":"Jack Juckes","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143921","display_name":"Arden University","ror":"https://ror.org/059hhvg49","country_code":"GB","type":"education","lineage":["https://openalex.org/I2800893096","https://openalex.org/I4210143921"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jack Juckes","raw_affiliation_strings":["School of Health and Care Management, Arden University, Arden House, Middlemarch Park, Coventry CV3 4FJ, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Health and Care Management, Arden University, Arden House, Middlemarch Park, Coventry CV3 4FJ, United Kingdom","institution_ids":["https://openalex.org/I4210143921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076095176","display_name":"David B. Olawade","orcid":"https://orcid.org/0000-0003-0188-9836"},"institutions":[{"id":"https://openalex.org/I4210143921","display_name":"Arden University","ror":"https://ror.org/059hhvg49","country_code":"GB","type":"education","lineage":["https://openalex.org/I2800893096","https://openalex.org/I4210143921"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"David B. Olawade","raw_affiliation_strings":["School of Health and Care Management, Arden University, Arden House, Middlemarch Park, Coventry CV3 4FJ, United Kingdom; Department of Research and Innovation, Medway NHS Foundation Trust, Gillingham ME7 5NY, United Kingdom; Department of Public Health, York St John University, London, United Kingdom; Department of Allied and Public Health, School of Health, Sport and Bioscience, University of East London, London, United Kingdom. Electronic address: d.olawade@uel.ac.uk"],"raw_orcid":"https://orcid.org/0000-0003-0188-9836","affiliations":[{"raw_affiliation_string":"School of Health and Care Management, Arden University, Arden House, Middlemarch Park, Coventry CV3 4FJ, United Kingdom; Department of Research and Innovation, Medway NHS Foundation Trust, Gillingham ME7 5NY, United Kingdom; Department of Public Health, York St John University, London, United Kingdom; Department of Allied and Public Health, School of Health, Sport and Bioscience, University of East London, London, United Kingdom. Electronic address: d.olawade@uel.ac.uk","institution_ids":["https://openalex.org/I4210143921"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5076095176"],"corresponding_institution_ids":["https://openalex.org/I4210143921"],"apc_list":{"value":3210,"currency":"USD","value_usd":3210},"apc_paid":{"value":3210,"currency":"USD","value_usd":3210},"fwci":15.2665,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9907763,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"204","issue":null,"first_page":"106051","last_page":"106051"},"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":0.6632999777793884,"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":0.6632999777793884,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.11940000206232071,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10912","display_name":"Telemedicine and Telehealth Implementation","score":0.04230000078678131,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/bridging","display_name":"Bridging (networking)","score":0.8523363471031189},{"id":"https://openalex.org/keywords/primary-care","display_name":"Primary care","score":0.6837730407714844},{"id":"https://openalex.org/keywords/equity","display_name":"Equity (law)","score":0.5552557706832886},{"id":"https://openalex.org/keywords/digital-divide","display_name":"Digital divide","score":0.5491616129875183},{"id":"https://openalex.org/keywords/primary-health-care","display_name":"Primary health care","score":0.493101567029953},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44603872299194336},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40570372343063354},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.37414979934692383},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3453657031059265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3408195674419403},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3294890522956848},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30576372146606445},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2694057524204254},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.2441171109676361},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1989297866821289},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.18941181898117065},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1465584933757782},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.14051583409309387},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10067558288574219}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8523363471031189},{"id":"https://openalex.org/C2984752397","wikidata":"https://www.wikidata.org/wiki/Q3259956","display_name":"Primary care","level":2,"score":0.6837730407714844},{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.5552557706832886},{"id":"https://openalex.org/C173655357","wikidata":"https://www.wikidata.org/wiki/Q244752","display_name":"Digital divide","level":3,"score":0.5491616129875183},{"id":"https://openalex.org/C163432668","wikidata":"https://www.wikidata.org/wiki/Q623543","display_name":"Primary health care","level":3,"score":0.493101567029953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44603872299194336},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40570372343063354},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.37414979934692383},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3453657031059265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3408195674419403},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3294890522956848},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30576372146606445},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2694057524204254},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.2441171109676361},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1989297866821289},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.18941181898117065},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1465584933757782},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.14051583409309387},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10067558288574219},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069576","descriptor_name":"Health Equity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069576","descriptor_name":"Health Equity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","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":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066310","descriptor_name":"Digital Divide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066310","descriptor_name":"Digital Divide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.ijmedinf.2025.106051","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2025.106051","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},{"id":"pmid:40706198","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40706198","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":"International journal of medical informatics","raw_type":null},{"id":"pmh:oai:clok.uclan.ac.uk:56442","is_oa":true,"landing_page_url":"http://orcid.org/0000-0003-0188-9836>","pdf_url":"https://clok.uclan.ac.uk/id/eprint/56442/1/56442%20Osonuga%20et%20al.%20VOR.pdf","source":{"id":"https://openalex.org/S4306402361","display_name":"CLOK (University of Central Lancashire)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185852735","host_organization_name":"University of Lancashire","host_organization_lineage":["https://openalex.org/I185852735"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:ray.yorksj.ac.uk:12398","is_oa":true,"landing_page_url":"https://orcid.org/0000-0003-0188-9836","pdf_url":"https://ray.yorksj.ac.uk/id/eprint/12398/1/1-s2.0-S1386505625002680-main.pdf","source":{"id":"https://openalex.org/S4306400356","display_name":"Research at York St John (York St John University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124246371","host_organization_name":"York St John University","host_organization_lineage":["https://openalex.org/I124246371"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.1016/j.ijmedinf.2025.106051","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2025.106051","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W2030448883","https://openalex.org/W2098069913","https://openalex.org/W2803820580","https://openalex.org/W2813469675","https://openalex.org/W2902802452","https://openalex.org/W2947577769","https://openalex.org/W2981869278","https://openalex.org/W2996550193","https://openalex.org/W3002051810","https://openalex.org/W3036523679","https://openalex.org/W3037637030","https://openalex.org/W3042911660","https://openalex.org/W3048953055","https://openalex.org/W3136853555","https://openalex.org/W3165824050","https://openalex.org/W3174786846","https://openalex.org/W3195916578","https://openalex.org/W3202375701","https://openalex.org/W4200191097","https://openalex.org/W4206698631","https://openalex.org/W4224307708","https://openalex.org/W4232902877","https://openalex.org/W4295064753","https://openalex.org/W4310398792","https://openalex.org/W4311026115","https://openalex.org/W4380204546","https://openalex.org/W4385290206","https://openalex.org/W4388797251","https://openalex.org/W4391144431","https://openalex.org/W4391952459","https://openalex.org/W4396733184","https://openalex.org/W4396995894","https://openalex.org/W4400984022","https://openalex.org/W4401760450","https://openalex.org/W4402025859","https://openalex.org/W4404432540","https://openalex.org/W4407151133","https://openalex.org/W4407677886","https://openalex.org/W4407747096","https://openalex.org/W4407755663","https://openalex.org/W4410469110","https://openalex.org/W4410701662","https://openalex.org/W6660404083","https://openalex.org/W6667544876","https://openalex.org/W6701227415","https://openalex.org/W6764801736","https://openalex.org/W6766750762","https://openalex.org/W6770332254","https://openalex.org/W6772884136","https://openalex.org/W6773967526","https://openalex.org/W6779704515","https://openalex.org/W6857318010","https://openalex.org/W6870043884"],"related_works":["https://openalex.org/W3134121871","https://openalex.org/W2032081050","https://openalex.org/W2769000533","https://openalex.org/W2186923872","https://openalex.org/W2503337236","https://openalex.org/W2141722690","https://openalex.org/W82267009","https://openalex.org/W1533329356","https://openalex.org/W2014066010","https://openalex.org/W4390367778"],"abstract_inverted_index":{"BACKGROUND:":[0],"Health":[1],"inequalities":[2],"remain":[3],"one":[4],"of":[5,27,251,258,265],"the":[6,186],"most":[7],"pressing":[8],"challenges":[9,176],"in":[10,64,153,161,195,239,295],"contemporary":[11],"healthcare,":[12],"with":[13,128,216],"primary":[14,65],"care":[15,66,170],"serving":[16],"as":[17,144],"both":[18,75],"a":[19,24,100,286],"gateway":[20],"to":[21,36,46,57,103,117,270,289],"services":[22],"and":[23,48,73,77,91,107,164,192,223,242,262],"potential":[25,206,255],"source":[26],"disparities.":[28,277],"Artificial":[29],"intelligence":[30],"(AI)":[31],"technologies":[32],"offer":[33],"unprecedented":[34],"opportunities":[35,76],"address":[37],"these":[38],"inequities":[39],"through":[40],"enhanced":[41],"diagnostic":[42],"capabilities,":[43],"improved":[44,150],"access":[45],"care,":[47],"personalised":[49],"interventions.":[50],"OBJECTIVE:":[51],"This":[52],"comprehensive":[53,224],"narrative":[54],"review":[55,139],"aimed":[56],"synthesise":[58],"current":[59],"evidence":[60,135,199],"on":[61],"AI":[62,203,234,272,283],"applications":[63,142],"settings,":[67],"specifically":[68],"targeting":[69],"health":[70,209,276],"inequality":[71],"reduction":[72],"identifying":[74],"barriers":[78,160],"for":[79,88,94,134,171,207,292],"equitable":[80],"implementation.":[81],"METHOD:":[82],"Following":[83],"PRISMA-ScR":[84],"(Preferred":[85],"Reporting":[86],"Items":[87],"Systematic":[89],"reviews":[90],"Meta-Analyses":[92],"extension":[93],"Scoping":[95],"Reviews)":[96],"guidelines,":[97],"we":[98],"employed":[99],"systematic":[101],"approach":[102],"literature":[104,114],"identification,":[105],"selection,":[106],"synthesis":[108],"across":[109],"seven":[110],"electronic":[111],"databases":[112],"covering":[113],"from":[115,273],"2020":[116],"2024.":[118],"Of":[119],"1,247":[120],"initially":[121],"identified":[122,140],"studies,":[123],"89":[124],"met":[125],"inclusion":[126],"criteria":[127],"52":[129],"providing":[130],"sufficient":[131],"data":[132],"quality":[133],"synthesis.":[136],"RESULTS:":[137],"The":[138,278],"promising":[141],"such":[143],"AI-powered":[145],"risk":[146],"stratification":[147],"algorithms":[148],"that":[149,181,201],"hypertension":[151],"control":[152],"low-income":[154],"populations,":[155,191,241,267],"telemedicine":[156],"platforms":[157],"reducing":[158],"geographic":[159],"rural":[162],"communities,":[163,218],"natural":[165],"language":[166],"processing":[167],"tools":[168],"facilitating":[169],"non-native":[172],"speakers.":[173],"However,":[174,248],"significant":[175],"persist,":[177],"including":[178,254],"algorithmic":[179],"bias":[180,220],"may":[182],"perpetuate":[183],"existing":[184,275],"inequities,":[185],"digital":[187,225],"divide":[188],"excluding":[189],"vulnerable":[190,266],"insufficient":[193],"representation":[194],"training":[196],"datasets.":[197],"Current":[198],"suggests":[200],"whilst":[202],"holds":[204],"transformative":[205],"advancing":[208],"equity,":[210],"successful":[211],"implementation":[212],"requires":[213],"intentional":[214],"co-design":[215],"affected":[217],"robust":[219],"mitigation":[221],"strategies,":[222],"literacy":[226],"programmes.":[227],"CONCLUSION:":[228],"Future":[229],"research":[230],"must":[231],"prioritise":[232],"equity-centred":[233],"development,":[235],"longitudinal":[236],"outcome":[237],"studies":[238],"diverse":[240],"policy":[243],"frameworks":[244],"ensuring":[245],"responsible":[246],"deployment.":[247],"careful":[249],"consideration":[250],"unintended":[252],"consequences,":[253],"overdiagnosis,":[256],"erosion":[257],"human":[259],"clinical":[260],"judgement,":[261],"inadvertent":[263],"exclusion":[264],"is":[268],"essential":[269],"prevent":[271],"exacerbating":[274],"paradigm":[279],"shift":[280],"towards":[281],"equity-first":[282],"design":[284],"represents":[285],"critical":[287],"opportunity":[288],"leverage":[290],"technology":[291],"social":[293],"justice":[294],"healthcare.":[296]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":12}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}
