{"id":"https://openalex.org/W7134184057","doi":"https://doi.org/10.1016/j.ijmedinf.2026.106382","title":"Critical appraisal of a multicenter clinical-radiological machine learning model for peripheral artery disease diagnosis","display_name":"Critical appraisal of a multicenter clinical-radiological machine learning model for peripheral artery disease diagnosis","publication_year":2026,"publication_date":"2026-03-07","ids":{"openalex":"https://openalex.org/W7134184057","doi":"https://doi.org/10.1016/j.ijmedinf.2026.106382","pmid":"https://pubmed.ncbi.nlm.nih.gov/41812462"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijmedinf.2026.106382","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2026.106382","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5123045435","display_name":"Hasan Nawaz Tahir","orcid":null},"institutions":[{"id":"https://openalex.org/I206935292","display_name":"Shaqra University","ror":"https://ror.org/05hawb687","country_code":"SA","type":"education","lineage":["https://openalex.org/I206935292"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hasan Nawaz Tahir","raw_affiliation_strings":["Department of Medical Education, College of Medicine-Dawadmi, Shaqra University, Saudi Arabia. Electronic address: hasan.nawaz@su.edu.sa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Education, College of Medicine-Dawadmi, Shaqra University, Saudi Arabia. Electronic address: hasan.nawaz@su.edu.sa","institution_ids":["https://openalex.org/I206935292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110207047","display_name":"Asif Hassan","orcid":null},"institutions":[{"id":"https://openalex.org/I205173300","display_name":"Allama Iqbal Medical College","ror":"https://ror.org/04vhsg885","country_code":"PK","type":"education","lineage":["https://openalex.org/I205173300"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Ali Hassan","raw_affiliation_strings":["Allama Iqbal Medical College, Lahore, Punjab, Pakistan. Electronic address: alihassan.ly5@gmail.com"],"raw_orcid":"https://orcid.org/0009-0004-4046-7163","affiliations":[{"raw_affiliation_string":"Allama Iqbal Medical College, Lahore, Punjab, Pakistan. Electronic address: alihassan.ly5@gmail.com","institution_ids":["https://openalex.org/I205173300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121324609","display_name":"Safia Bibi","orcid":null},"institutions":[{"id":"https://openalex.org/I2801016671","display_name":"Bolan University of Medical and Health Sciences","ror":"https://ror.org/04karqd05","country_code":"PK","type":"healthcare","lineage":["https://openalex.org/I2801016671"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Safia Bibi","raw_affiliation_strings":["Quetta Institute of Medical Sciences, Quetta, Pakistan. Electronic address: safyakhan877@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quetta Institute of Medical Sciences, Quetta, Pakistan. Electronic address: safyakhan877@gmail.com","institution_ids":["https://openalex.org/I2801016671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119533507","display_name":"Umema Tariq","orcid":"https://orcid.org/0000-0003-4191-3116"},"institutions":[{"id":"https://openalex.org/I923305593","display_name":"Ziauddin University","ror":"https://ror.org/03vz8ns51","country_code":"PK","type":"education","lineage":["https://openalex.org/I923305593"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Umema Tariq","raw_affiliation_strings":["Ziauddin University, Karachi, Pakistan. Electronic address: umematariq21@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ziauddin University, Karachi, Pakistan. Electronic address: umematariq21@gmail.com","institution_ids":["https://openalex.org/I923305593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128328627","display_name":"Muhammad Zuhair Yusuf","orcid":null},"institutions":[{"id":"https://openalex.org/I206935292","display_name":"Shaqra University","ror":"https://ror.org/05hawb687","country_code":"SA","type":"education","lineage":["https://openalex.org/I206935292"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Zuhair Yusuf","raw_affiliation_strings":["Basic Sciences Department, College of Medicine-Dawadmi, Shaqra University, Saudi Arabia. Electronic address: zuhair_yusuf@yahoo.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Basic Sciences Department, College of Medicine-Dawadmi, Shaqra University, Saudi Arabia. Electronic address: zuhair_yusuf@yahoo.com","institution_ids":["https://openalex.org/I206935292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123037706","display_name":"Yousaf Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I206935292","display_name":"Shaqra University","ror":"https://ror.org/05hawb687","country_code":"SA","type":"education","lineage":["https://openalex.org/I206935292"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Yousaf Ali","raw_affiliation_strings":["Department of Medical Education, College of Medicine-Dawadmi, Shaqra University, Saudi Arabia. Electronic address: yousaf.ali@su.edu.sa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Education, College of Medicine-Dawadmi, Shaqra University, Saudi Arabia. Electronic address: yousaf.ali@su.edu.sa","institution_ids":["https://openalex.org/I206935292"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5110207047"],"corresponding_institution_ids":["https://openalex.org/I205173300"],"apc_list":{"value":3210,"currency":"USD","value_usd":3210},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51045198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"213","issue":null,"first_page":"106382","last_page":"106382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10926","display_name":"Peripheral Artery Disease Management","score":0.3352999985218048,"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"}},"topics":[{"id":"https://openalex.org/T10926","display_name":"Peripheral Artery Disease Management","score":0.3352999985218048,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.1281999945640564,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.09749999642372131,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/critical-appraisal","display_name":"Critical appraisal","score":0.6811000108718872},{"id":"https://openalex.org/keywords/arterial-disease","display_name":"Arterial disease","score":0.5573999881744385},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4934999942779541},{"id":"https://openalex.org/keywords/vascular-disease","display_name":"Vascular disease","score":0.31040000915527344},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.3046000003814697}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6861000061035156},{"id":"https://openalex.org/C152541439","wikidata":"https://www.wikidata.org/wiki/Q5186693","display_name":"Critical appraisal","level":3,"score":0.6811000108718872},{"id":"https://openalex.org/C3018348675","wikidata":"https://www.wikidata.org/wiki/Q4797557","display_name":"Arterial disease","level":3,"score":0.5573999881744385},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4934999942779541},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4675999879837036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43939998745918274},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.38199999928474426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34860000014305115},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.34540000557899475},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3346000015735626},{"id":"https://openalex.org/C2777466421","wikidata":"https://www.wikidata.org/wiki/Q1266890","display_name":"Vascular disease","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3046000003814697},{"id":"https://openalex.org/C2781099653","wikidata":"https://www.wikidata.org/wiki/Q7316059","display_name":"Critical limb ischemia","level":4,"score":0.27790001034736633},{"id":"https://openalex.org/C46762472","wikidata":"https://www.wikidata.org/wiki/Q178648","display_name":"Peripheral","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.2639000117778778}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ijmedinf.2026.106382","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2026.106382","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},{"id":"pmid:41812462","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41812462","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}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.433603972196579,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2975859535","https://openalex.org/W2999374125","https://openalex.org/W4385719666","https://openalex.org/W4410859924","https://openalex.org/W4413133582","https://openalex.org/W7127358671","https://openalex.org/W7129375178"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2026-03-09T00:00:00"}
