{"id":"https://openalex.org/W4412748116","doi":"https://doi.org/10.1109/mc.2025.3572653","title":"From Data to Diagnosis: Rethinking Clinical Decision Support With Explainable AI","display_name":"From Data to Diagnosis: Rethinking Clinical Decision Support With Explainable AI","publication_year":2025,"publication_date":"2025-07-30","ids":{"openalex":"https://openalex.org/W4412748116","doi":"https://doi.org/10.1109/mc.2025.3572653"},"language":"en","primary_location":{"id":"doi:10.1109/mc.2025.3572653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mc.2025.3572653","pdf_url":null,"source":{"id":"https://openalex.org/S178916657","display_name":"Computer","issn_l":"0018-9162","issn":["0018-9162","1558-0814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061643029","display_name":"Norita Ahmad","orcid":"https://orcid.org/0000-0001-5129-1133"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Norita Ahmad","raw_affiliation_strings":["American University of Sharjah, Sharjah, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"American University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116657755","display_name":"Aqilah A. Julaihi","orcid":null},"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":"Aqilah Julaihi","raw_affiliation_strings":["University of Warwick, Coventry, U.K"],"affiliations":[{"raw_affiliation_string":"University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061107960","display_name":"Preman Rajalingam","orcid":"https://orcid.org/0000-0001-6612-205X"},"institutions":[{"id":"https://openalex.org/I4210108087","display_name":"Mohammed Bin Rashid University of Medicine and Health Sciences","ror":"https://ror.org/01xfzxq83","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210108087"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Preman Rajalingam","raw_affiliation_strings":["Mohammed Bin Rashid University of Medicine and Health Sciences (MBRU), Dubai, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Mohammed Bin Rashid University of Medicine and Health Sciences (MBRU), Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I4210108087"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061643029"],"corresponding_institution_ids":["https://openalex.org/I199440890"],"apc_list":null,"apc_paid":null,"fwci":2.4253,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90460053,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"58","issue":"8","first_page":"130","last_page":"135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.979200005531311,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.979200005531311,"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":0.977400004863739,"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/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4514178931713104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4335668683052063},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4095136523246765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3908529281616211},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.3860098421573639},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34264564514160156},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.32972127199172974},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11961764097213745}],"concepts":[{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4514178931713104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4335668683052063},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4095136523246765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3908529281616211},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3860098421573639},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34264564514160156},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32972127199172974},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11961764097213745}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mc.2025.3572653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mc.2025.3572653","pdf_url":null,"source":{"id":"https://openalex.org/S178916657","display_name":"Computer","issn_l":"0018-9162","issn":["0018-9162","1558-0814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1505191356","https://openalex.org/W2516809705","https://openalex.org/W2610332124","https://openalex.org/W2811374795","https://openalex.org/W2962790223","https://openalex.org/W2962858109","https://openalex.org/W2963125461","https://openalex.org/W2981869278","https://openalex.org/W3013808798","https://openalex.org/W3212368439","https://openalex.org/W3216065183","https://openalex.org/W4392976364","https://openalex.org/W4393021028","https://openalex.org/W4393061716","https://openalex.org/W4400858405","https://openalex.org/W4403280172","https://openalex.org/W4406325111","https://openalex.org/W6737947904"],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2098044946"],"abstract_inverted_index":{"Explainable":[0],"artificial":[1],"intelligence":[2],"is":[3],"critical":[4],"for":[5],"trust":[6],"in":[7],"clinical":[8],"decision":[9],"making.":[10],"In":[11],"health":[12],"care,":[13],"where":[14],"the":[15],"stakes":[16],"are":[17],"high,":[18],"poor":[19],"data":[20],"can":[21],"lead":[22],"to":[23],"misleading":[24],"insights":[25],"and":[26],"de-skilling.":[27]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
