{"id":"https://openalex.org/W4284694799","doi":"https://doi.org/10.1038/s41746-022-00631-8","title":"The performance of artificial intelligence-driven technologies in diagnosing mental disorders: an umbrella review","display_name":"The performance of artificial intelligence-driven technologies in diagnosing mental disorders: an umbrella review","publication_year":2022,"publication_date":"2022-07-07","ids":{"openalex":"https://openalex.org/W4284694799","doi":"https://doi.org/10.1038/s41746-022-00631-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/35798934"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-022-00631-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00631-8","pdf_url":"https://www.nature.com/articles/s41746-022-00631-8.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-022-00631-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103070560","display_name":"Alaa Abd\u2010Alrazaq","orcid":"https://orcid.org/0000-0001-7695-4626"},"institutions":[{"id":"https://openalex.org/I4210152471","display_name":"Weill Cornell Medical College in Qatar","ror":"https://ror.org/05v5hg569","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210152471"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Alaa Abd-alrazaq","raw_affiliation_strings":["AI Center for Precision Health, Weill Cornell Medicine-Qatar, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0001-7695-4626","affiliations":[{"raw_affiliation_string":"AI Center for Precision Health, Weill Cornell Medicine-Qatar, Doha, Qatar","institution_ids":["https://openalex.org/I4210152471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053540130","display_name":"Dari Alhuwail","orcid":"https://orcid.org/0000-0001-5038-3044"},"institutions":[{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]},{"id":"https://openalex.org/I4210165735","display_name":"Dasman Diabetes Institute","ror":"https://ror.org/05tppc012","country_code":"KW","type":"education","lineage":["https://openalex.org/I4210165735"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Dari Alhuwail","raw_affiliation_strings":["Health Informatics Unit, Dasman Diabetes Institute, Kuwait city, Kuwait","Information Science Department, Kuwait University, Alshadadiya, Kuwait"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Health Informatics Unit, Dasman Diabetes Institute, Kuwait city, Kuwait","institution_ids":["https://openalex.org/I4210165735"]},{"raw_affiliation_string":"Information Science Department, Kuwait University, Alshadadiya, Kuwait","institution_ids":["https://openalex.org/I36721946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030066648","display_name":"Jens Schneider","orcid":"https://orcid.org/0000-0002-0546-2816"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Jens Schneider","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080890851","display_name":"Carla Toro","orcid":"https://orcid.org/0000-0001-6351-1340"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Carla T. Toro","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0001-6351-1340","affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001592898","display_name":"Arfan Ahmed","orcid":"https://orcid.org/0000-0002-4025-5767"},"institutions":[{"id":"https://openalex.org/I4210152471","display_name":"Weill Cornell Medical College in Qatar","ror":"https://ror.org/05v5hg569","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210152471"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Arfan Ahmed","raw_affiliation_strings":["AI Center for Precision Health, Weill Cornell Medicine-Qatar, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-4025-5767","affiliations":[{"raw_affiliation_string":"AI Center for Precision Health, Weill Cornell Medicine-Qatar, Doha, Qatar","institution_ids":["https://openalex.org/I4210152471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065128237","display_name":"Mahmood Alzubaidi","orcid":"https://orcid.org/0000-0002-6082-7873"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mahmood Alzubaidi","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-6082-7873","affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067060292","display_name":"Mohannad Alajlani","orcid":"https://orcid.org/0000-0002-5691-7120"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohannad Alajlani","raw_affiliation_strings":["Institute of Digital Healthcare, University of Warwick, Warwick, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Digital Healthcare, University of Warwick, Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057926319","display_name":"Mowafa Househ","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mowafa Househ","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar. mhouseh@hbku.edu.qa","Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-3648-6271","affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar. mhouseh@hbku.edu.qa","institution_ids":["https://openalex.org/I4210144839"]},{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":11.022,"has_fulltext":true,"cited_by_count":93,"citation_normalized_percentile":{"value":0.99224868,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"5","issue":"1","first_page":"87","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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":0.9690999984741211,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9549000263214111,"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/systematic-review","display_name":"Systematic review","score":0.703091561794281},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5808069705963135},{"id":"https://openalex.org/keywords/schizophrenia","display_name":"Schizophrenia (object-oriented programming)","score":0.4982004165649414},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4645756185054779},{"id":"https://openalex.org/keywords/narrative-review","display_name":"Narrative review","score":0.42884087562561035},{"id":"https://openalex.org/keywords/bipolar-disorder","display_name":"Bipolar disorder","score":0.41893088817596436},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.4185534715652466},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.4134114682674408},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.37760522961616516},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.37620609998703003},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.3629786968231201},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.3385621905326843},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33110982179641724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3292272388935089},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.22403457760810852},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2220171093940735}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.703091561794281},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5808069705963135},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.4982004165649414},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4645756185054779},{"id":"https://openalex.org/C3020000205","wikidata":"https://www.wikidata.org/wiki/Q2412849","display_name":"Narrative review","level":2,"score":0.42884087562561035},{"id":"https://openalex.org/C2776174506","wikidata":"https://www.wikidata.org/wiki/Q131755","display_name":"Bipolar disorder","level":3,"score":0.41893088817596436},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.4185534715652466},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.4134114682674408},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.37760522961616516},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.37620609998703003},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3629786968231201},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3385621905326843},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33110982179641724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3292272388935089},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.22403457760810852},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2220171093940735},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1038/s41746-022-00631-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00631-8","pdf_url":"https://www.nature.com/articles/s41746-022-00631-8.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:35798934","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35798934","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:wrap.warwick.ac.uk:167512","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:2947ccf9f0284fa88f56ae4d232ca90c","is_oa":true,"landing_page_url":"https://doaj.org/article/2947ccf9f0284fa88f56ae4d232ca90c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 5, Iss 1, Pp 1-12 (2022)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/25663878","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/The_performance_of_artificial_intelligence-driven_technologies_in_diagnosing_mental_disorders_an_umbrella_review/25663878","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9262920","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9262920","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":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-022-00631-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-022-00631-8","pdf_url":"https://www.nature.com/articles/s41746-022-00631-8.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334468","display_name":"Qatar National Library","ror":"https://ror.org/02jv93662"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4284694799.pdf","grobid_xml":"https://content.openalex.org/works/W4284694799.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1964157254","https://openalex.org/W2118202495","https://openalex.org/W2520682644","https://openalex.org/W2583500168","https://openalex.org/W2597430849","https://openalex.org/W2734832579","https://openalex.org/W2734913551","https://openalex.org/W2761181345","https://openalex.org/W2766487143","https://openalex.org/W2775173797","https://openalex.org/W2800072875","https://openalex.org/W2807282345","https://openalex.org/W2886445457","https://openalex.org/W2886773765","https://openalex.org/W2888482633","https://openalex.org/W2896782924","https://openalex.org/W2913614159","https://openalex.org/W2916945592","https://openalex.org/W2951373364","https://openalex.org/W2953303127","https://openalex.org/W2972500508","https://openalex.org/W2986786264","https://openalex.org/W2990581109","https://openalex.org/W2993242472","https://openalex.org/W3007838968","https://openalex.org/W3012078580","https://openalex.org/W3025612358","https://openalex.org/W3034674374","https://openalex.org/W3037114781","https://openalex.org/W3037254739","https://openalex.org/W3045956845","https://openalex.org/W3056360109","https://openalex.org/W3082047811","https://openalex.org/W3087538850","https://openalex.org/W4211145950","https://openalex.org/W6704447116"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W2227393071","https://openalex.org/W2166141227","https://openalex.org/W1995350144","https://openalex.org/W620566831","https://openalex.org/W2546519383","https://openalex.org/W3086284888","https://openalex.org/W3023090365","https://openalex.org/W2239104709"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"has":[3],"been":[4],"successfully":[5],"exploited":[6],"in":[7,24,46,120,171,186,205,210,250],"diagnosing":[8,25,47,121,172,187,251],"many":[9],"mental":[10,27,48,174,188,254],"disorders.":[11,28,49,190],"Numerous":[12],"systematic":[13,38,53,105,243],"reviews":[14,39,71,106,113,244],"summarize":[15],"the":[16,19,41,61,65,70,74,81,85,95,99,115,168,211,220],"evidence":[17],"on":[18,40,245],"accuracy":[20],"of":[21,36,43,64,107,117,167,199,222,239,247],"AI":[22,44,118,169,181,204,248],"models":[23,45,119,170,249],"different":[26],"This":[29],"umbrella":[30],"review":[31],"aims":[32],"to":[33,218,234],"synthesize":[34],"results":[35],"previous":[37],"performance":[42,116,166,193,246],"To":[50],"identify":[51],"relevant":[52,82],"reviews,":[54,67,83],"we":[55],"searched":[56],"11":[57],"electronic":[58],"databases,":[59],"checked":[60,69],"reference":[62],"list":[63],"included":[66,75,103,112],"and":[68,89,159,179,215,241,259],"that":[72],"cited":[73],"reviews.":[76],"Two":[77],"reviewers":[78],"independently":[79],"selected":[80],"extracted":[84,96],"data":[86,97],"from":[87],"them,":[88],"appraised":[90],"their":[91,226],"quality.":[92],"We":[93,102],"synthesized":[94],"using":[98],"narrative":[100],"approach.":[101],"15":[104],"852":[108],"citations":[109],"identified.":[110],"The":[111,165,191],"assessed":[114],"Alzheimer's":[122],"disease":[123,138],"(n":[124,130,134,139,145,150,156,162],"=":[125,131,135,140,146,151,157,163],"7),":[126],"mild":[127],"cognitive":[128],"impairment":[129],"6),":[132],"schizophrenia":[133],"3),":[136],"bipolar":[137],"2),":[141],"autism":[142],"spectrum":[143],"disorder":[144,149,155],"1),":[147,152,158],"obsessive-compulsive":[148],"post-traumatic":[153],"stress":[154],"psychotic":[160],"disorders":[161,175,255],"1).":[164],"these":[173],"ranged":[176],"between":[177],"21%":[178],"100%.":[180],"technologies":[182],"offer":[183],"great":[184],"promise":[185],"health":[189],"reported":[192],"metrics":[194],"paint":[195],"a":[196,200,236],"vivid":[197],"picture":[198],"bright":[201],"future":[202],"for":[203,225],"this":[206],"field.":[207],"Healthcare":[208],"professionals":[209],"field":[212],"should":[213],"cautiously":[214],"consciously":[216],"begin":[217],"explore":[219],"opportunities":[221],"AI-based":[223],"tools":[224],"daily":[227],"routine.":[228],"It":[229],"would":[230],"also":[231],"be":[232],"encouraging":[233],"see":[235],"greater":[237],"number":[238],"meta-analyses":[240],"further":[242],"other":[252],"common":[253],"such":[256],"as":[257],"depression":[258],"anxiety.":[260]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}