{"id":"https://openalex.org/W7153721335","doi":"https://doi.org/10.1016/j.ijmedinf.2026.106438","title":"Diagnostic accuracy and deployment readiness of AI for burn depth assessment across imaging modalities: a PRISMA-DTA systematic review and meta-analysis","display_name":"Diagnostic accuracy and deployment readiness of AI for burn depth assessment across imaging modalities: a PRISMA-DTA systematic review and meta-analysis","publication_year":2026,"publication_date":"2026-04-12","ids":{"openalex":"https://openalex.org/W7153721335","doi":"https://doi.org/10.1016/j.ijmedinf.2026.106438","pmid":"https://pubmed.ncbi.nlm.nih.gov/42025001"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijmedinf.2026.106438","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2026.106438","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":"review","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/A5133457681","display_name":"Yiyun Wang","orcid":"https://orcid.org/0009-0002-2631-8765"},"institutions":[{"id":"https://openalex.org/I4210130572","display_name":"175th Hospital of People's Liberation Army","ror":"https://ror.org/03bzz8q98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130572"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyun Wang","raw_affiliation_strings":["Department of Burns and Plastic Surgery, The 909th Hospital, School of Medicine, Xiamen University, No. 269 Zhanghua Middle Road, Xiangcheng District, Zhangzhou, Fujian 363000, China"],"raw_orcid":"https://orcid.org/0009-0002-2631-8765","affiliations":[{"raw_affiliation_string":"Department of Burns and Plastic Surgery, The 909th Hospital, School of Medicine, Xiamen University, No. 269 Zhanghua Middle Road, Xiangcheng District, Zhangzhou, Fujian 363000, China","institution_ids":["https://openalex.org/I4210130572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133471983","display_name":"Yanxia Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130572","display_name":"175th Hospital of People's Liberation Army","ror":"https://ror.org/03bzz8q98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130572"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanxia Jiang","raw_affiliation_strings":["Department of Burns and Plastic Surgery, The 909th Hospital, School of Medicine, Xiamen University, No. 269 Zhanghua Middle Road, Xiangcheng District, Zhangzhou, Fujian 363000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Burns and Plastic Surgery, The 909th Hospital, School of Medicine, Xiamen University, No. 269 Zhanghua Middle Road, Xiangcheng District, Zhangzhou, Fujian 363000, China","institution_ids":["https://openalex.org/I4210130572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133470419","display_name":"Yutong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130572","display_name":"175th Hospital of People's Liberation Army","ror":"https://ror.org/03bzz8q98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130572"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yutong Zhang","raw_affiliation_strings":["Department of Burns and Plastic Surgery, The 909th Hospital, School of Medicine, Xiamen University, No. 269 Zhanghua Middle Road, Xiangcheng District, Zhangzhou, Fujian 363000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Burns and Plastic Surgery, The 909th Hospital, School of Medicine, Xiamen University, No. 269 Zhanghua Middle Road, Xiangcheng District, Zhangzhou, Fujian 363000, China","institution_ids":["https://openalex.org/I4210130572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133465984","display_name":"Shengli Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130572","display_name":"175th Hospital of People's Liberation Army","ror":"https://ror.org/03bzz8q98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210130572"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengli Liu","raw_affiliation_strings":["Department of Burns and Plastic Surgery, The 909th Hospital, School of Medicine, Xiamen University, No. 269 Zhanghua Middle Road, Xiangcheng District, Zhangzhou, Fujian 363000, China. Electronic address: shengli.365@163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Burns and Plastic Surgery, The 909th Hospital, School of Medicine, Xiamen University, No. 269 Zhanghua Middle Road, Xiangcheng District, Zhangzhou, Fujian 363000, China. Electronic address: shengli.365@163.com","institution_ids":["https://openalex.org/I4210130572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5133465984"],"corresponding_institution_ids":["https://openalex.org/I4210130572"],"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":0.36913043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"215","issue":null,"first_page":"106438","last_page":"106438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11422","display_name":"Burn Injury Management and Outcomes","score":0.23119999468326569,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11422","display_name":"Burn Injury Management and Outcomes","score":0.23119999468326569,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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":0.12919999659061432,"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.06509999930858612,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/software-deployment","display_name":"Software deployment","score":0.6883999705314636},{"id":"https://openalex.org/keywords/diagnostic-accuracy","display_name":"Diagnostic accuracy","score":0.5274999737739563},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.3718000054359436},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.3176000118255615}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6883999705314636},{"id":"https://openalex.org/C3020132585","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic accuracy","level":2,"score":0.5274999737739563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46860000491142273},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.43059998750686646},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3831999897956848},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3718000054359436},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3176000118255615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30790001153945923},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2615000009536743},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2549000084400177},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.25200000405311584},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.250900000333786}],"mesh":[{"descriptor_ui":"D000098403","descriptor_name":"Intelligent Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D002056","descriptor_name":"Burns","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"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":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ijmedinf.2026.106438","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2026.106438","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:42025001","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42025001","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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8499675448","display_name":"\u4eba\u6e90\u5de5\u7a0b\u5316\u7ec6\u80de\u5916\u57fa\u8d28\u65b0\u6750\u6599\u5728\u6df1\u5ea6\u70e7\u4f24\u521b\u9762\u7684\u4f5c\u7528\u673a\u5236\u4e0e\u5e94\u7528\u7814\u7a76","funder_award_id":"2025J011638","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320335921","display_name":"Natural Science Foundation of Qinghai","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2020488794","https://openalex.org/W2094873648","https://openalex.org/W2107638293","https://openalex.org/W2126727011","https://openalex.org/W2142062901","https://openalex.org/W2464925411","https://openalex.org/W2910877811","https://openalex.org/W2913535557","https://openalex.org/W3195449602","https://openalex.org/W4211234775","https://openalex.org/W4309818534","https://openalex.org/W4318715364","https://openalex.org/W4391839183","https://openalex.org/W4403510073","https://openalex.org/W4407566436","https://openalex.org/W4410941742","https://openalex.org/W4412979943","https://openalex.org/W4414183234","https://openalex.org/W4414564574"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2026-04-13T00:00:00"}
