{"id":"https://openalex.org/W7154293282","doi":"https://doi.org/10.1007/978-3-032-16779-8_13","title":"A Systematic Review of Generative AI in Self-Diagnosis: Benefits, Risks, and Ethical Challenges","display_name":"A Systematic Review of Generative AI in Self-Diagnosis: Benefits, Risks, and Ethical Challenges","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7154293282","doi":"https://doi.org/10.1007/978-3-032-16779-8_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-16779-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16779-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","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/A5133602735","display_name":"Hilal Hamed Al Busaidi","orcid":"https://orcid.org/0009-0009-9663-9151"},"institutions":[{"id":"https://openalex.org/I47818738","display_name":"Sultan Qaboos University","ror":"https://ror.org/04wq8zb47","country_code":"OM","type":"education","lineage":["https://openalex.org/I47818738"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Hilal Hamed Al Busaidi","raw_affiliation_strings":["Department of Information Systems, Sultan Qaboos University, Seeb, Oman"],"raw_orcid":"https://orcid.org/0009-0009-9663-9151","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Sultan Qaboos University, Seeb, Oman","institution_ids":["https://openalex.org/I47818738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028176318","display_name":"Aqdas Malik","orcid":"https://orcid.org/0000-0002-3517-8760"},"institutions":[{"id":"https://openalex.org/I47818738","display_name":"Sultan Qaboos University","ror":"https://ror.org/04wq8zb47","country_code":"OM","type":"education","lineage":["https://openalex.org/I47818738"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Aqdas Malik","raw_affiliation_strings":["Department of Information Systems, Sultan Qaboos University, Seeb, Oman"],"raw_orcid":"https://orcid.org/0000-0002-3517-8760","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Sultan Qaboos University, Seeb, Oman","institution_ids":["https://openalex.org/I47818738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047052011","display_name":"Ali Tarhini","orcid":"https://orcid.org/0000-0002-8698-1764"},"institutions":[{"id":"https://openalex.org/I47818738","display_name":"Sultan Qaboos University","ror":"https://ror.org/04wq8zb47","country_code":"OM","type":"education","lineage":["https://openalex.org/I47818738"]}],"countries":["OM"],"is_corresponding":true,"raw_author_name":"Ali Tarhini","raw_affiliation_strings":["Department of Information Systems, Sultan Qaboos University, Seeb, Oman"],"raw_orcid":"https://orcid.org/0000-0002-8698-1764","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Sultan Qaboos University, Seeb, Oman","institution_ids":["https://openalex.org/I47818738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047052011"],"corresponding_institution_ids":["https://openalex.org/I47818738"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85168739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"213"},"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":0.685699999332428,"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":0.685699999332428,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.09839999675750732,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.03280000016093254,"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":0.34869998693466187},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.28290000557899475},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.27129998803138733},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.25949999690055847}],"concepts":[{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.427700012922287},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.3977000117301941},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3504999876022339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.349700003862381},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.34869998693466187},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3224000036716461},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.32120001316070557},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.28290000557899475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28029999136924744},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.25949999690055847}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-16779-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16779-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1979290264","https://openalex.org/W2126563661","https://openalex.org/W2791282382","https://openalex.org/W2811157266","https://openalex.org/W2901884034","https://openalex.org/W3081365823","https://openalex.org/W4210494094","https://openalex.org/W4223431618","https://openalex.org/W4243636675","https://openalex.org/W4306711285","https://openalex.org/W4309759713","https://openalex.org/W4313197536","https://openalex.org/W4318484052","https://openalex.org/W4381683768","https://openalex.org/W4383301640","https://openalex.org/W4386347769","https://openalex.org/W4389166010","https://openalex.org/W4390591525","https://openalex.org/W4390829176","https://openalex.org/W4392058134","https://openalex.org/W4392085130","https://openalex.org/W4392293571","https://openalex.org/W4392350413","https://openalex.org/W4392432070","https://openalex.org/W4392458685","https://openalex.org/W4392976364","https://openalex.org/W4395959984","https://openalex.org/W4396628617","https://openalex.org/W4396822039","https://openalex.org/W4400158748","https://openalex.org/W4401001163","https://openalex.org/W4402141295","https://openalex.org/W4402918849","https://openalex.org/W4402966988","https://openalex.org/W4403012218","https://openalex.org/W4404539511","https://openalex.org/W4404576973","https://openalex.org/W4404841204","https://openalex.org/W4405270979","https://openalex.org/W4405749856","https://openalex.org/W4406085985","https://openalex.org/W4406261390","https://openalex.org/W4406945781","https://openalex.org/W4408043656","https://openalex.org/W4408161652","https://openalex.org/W4410391070","https://openalex.org/W4411100413","https://openalex.org/W4416374889","https://openalex.org/W4417313621","https://openalex.org/W6948557422"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2026-04-15T00:00:00"}
