{"id":"https://openalex.org/W4412545228","doi":"https://doi.org/10.1038/s41746-025-01801-0","title":"Re-identification of patients from imaging features extracted by foundation models","display_name":"Re-identification of patients from imaging features extracted by foundation models","publication_year":2025,"publication_date":"2025-07-22","ids":{"openalex":"https://openalex.org/W4412545228","doi":"https://doi.org/10.1038/s41746-025-01801-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/40696111"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01801-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01801-0","pdf_url":"https://www.nature.com/articles/s41746-025-01801-0.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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01801-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083113186","display_name":"Giacomo Nebbia","orcid":"https://orcid.org/0000-0002-4766-6278"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Giacomo Nebbia","raw_affiliation_strings":["Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA"],"affiliations":[{"raw_affiliation_string":"Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA","institution_ids":["https://openalex.org/I51713134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067333560","display_name":"Sourav Kumar","orcid":"https://orcid.org/0000-0003-0352-8989"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sourav Kumar","raw_affiliation_strings":["Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA"],"affiliations":[{"raw_affiliation_string":"Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA","institution_ids":["https://openalex.org/I51713134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020043048","display_name":"Steve McNamara","orcid":"https://orcid.org/0009-0002-5028-6919"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Michael McNamara","raw_affiliation_strings":["Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA"],"affiliations":[{"raw_affiliation_string":"Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA","institution_ids":["https://openalex.org/I51713134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079669314","display_name":"Christopher P. Bridge","orcid":"https://orcid.org/0000-0002-2242-351X"},"institutions":[{"id":"https://openalex.org/I1281504905","display_name":"Political Research Associates","ror":"https://ror.org/00ecnfg66","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1281504905"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Bridge","raw_affiliation_strings":["MGH & BWH Center for Clinical Data Science, Mass General Brigham, Somerville, MA, USA","Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA"],"affiliations":[{"raw_affiliation_string":"MGH & BWH Center for Clinical Data Science, Mass General Brigham, Somerville, MA, USA","institution_ids":["https://openalex.org/I1281504905"]},{"raw_affiliation_string":"Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043003157","display_name":"J. Peter Campbell","orcid":null},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Peter Campbell","raw_affiliation_strings":["MPH, Ophthalmology, Oregon Health & Science University, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"MPH, Ophthalmology, Oregon Health & Science University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054028651","display_name":"Michael F. Chiang","orcid":"https://orcid.org/0000-0002-8172-7636"},"institutions":[{"id":"https://openalex.org/I4210139686","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210139686"]},{"id":"https://openalex.org/I2800548410","display_name":"United States National Library of Medicine","ror":"https://ror.org/0060t0j89","country_code":"US","type":"archive","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410"]},{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael F. Chiang","raw_affiliation_strings":["National Eye Institute, National Institutes of Health, Bethesda, MD, USA","National Library of Medicine, National Institutes of Health, Bethesda, MD, USA"],"affiliations":[{"raw_affiliation_string":"National Eye Institute, National Institutes of Health, Bethesda, MD, USA","institution_ids":["https://openalex.org/I4210139686","https://openalex.org/I1299303238"]},{"raw_affiliation_string":"National Library of Medicine, National Institutes of Health, Bethesda, MD, USA","institution_ids":["https://openalex.org/I2800548410","https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034342644","display_name":"Naresh Mandava","orcid":"https://orcid.org/0000-0003-3251-6469"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naresh Mandava","raw_affiliation_strings":["Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA"],"affiliations":[{"raw_affiliation_string":"Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA","institution_ids":["https://openalex.org/I51713134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065482711","display_name":"Praveer Singh","orcid":"https://orcid.org/0000-0001-6641-2030"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I4210150574","display_name":"Moorfields Eye Hospital","ror":"https://ror.org/03tb37539","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289","https://openalex.org/I4210150574"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Praveer Singh","raw_affiliation_strings":["Moorfields Eye Hospital, London, UK","Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA"],"affiliations":[{"raw_affiliation_string":"Moorfields Eye Hospital, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210150574"]},{"raw_affiliation_string":"Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA","institution_ids":["https://openalex.org/I51713134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001020883","display_name":"Jayashree Kalpathy-Cramer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jayashree Kalpathy-Cramer","raw_affiliation_strings":["Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA. jayashree.kalpathy-cramer@cuanschutz.edu"],"affiliations":[{"raw_affiliation_string":"Ophthalmology Department, University of Colorado Anschutz Medical Campus, Aurora, CO, USA. jayashree.kalpathy-cramer@cuanschutz.edu","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5083113186"],"corresponding_institution_ids":["https://openalex.org/I51713134"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":6.4141,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.96771243,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"469","last_page":"469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10862","display_name":"AI in cancer detection","score":0.9990000128746033,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.7924432754516602},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6953451037406921},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4711160659790039},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3953413963317871},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.359733521938324},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32312747836112976},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.2299618422985077},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.16903623938560486},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0703277587890625}],"concepts":[{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.7924432754516602},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6953451037406921},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4711160659790039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3953413963317871},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.359733521938324},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32312747836112976},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.2299618422985077},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.16903623938560486},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0703277587890625},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-01801-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01801-0","pdf_url":"https://www.nature.com/articles/s41746-025-01801-0.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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:40696111","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40696111","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:doaj.org/article:f8eb65d9deaf44c78f1c180d8a138545","is_oa":true,"landing_page_url":"https://doaj.org/article/f8eb65d9deaf44c78f1c180d8a138545","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-7 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11095676","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12283961","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01801-0","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01801-0","pdf_url":"https://www.nature.com/articles/s41746-025-01801-0.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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1440349447","display_name":null,"funder_award_id":"NIH/NCATS","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1753694199","display_name":null,"funder_award_id":"113707","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2789588635","display_name":null,"funder_award_id":"NCATS","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3759531971","display_name":null,"funder_award_id":"TR004399","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G4065699094","display_name":null,"funder_award_id":"101137074","funder_id":"https://openalex.org/F4320335254","funder_display_name":"Horizon 2020"},{"id":"https://openalex.org/G48692925","display_name":null,"funder_award_id":"UM1 TR004399","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G5352098644","display_name":null,"funder_award_id":"UM1 TR004399","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5415030073","display_name":null,"funder_award_id":"101137074","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"},{"id":"https://openalex.org/G6207606345","display_name":null,"funder_award_id":"101137074","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320306811","display_name":"Research to Prevent Blindness","ror":"https://ror.org/04drjs621"},{"id":"https://openalex.org/F4320316438","display_name":"Georgia Clinical and Translational Science Alliance","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null},{"id":"https://openalex.org/F4320335254","display_name":"Horizon 2020","ror":null},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412545228.pdf","grobid_xml":"https://content.openalex.org/works/W4412545228.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2611650229","https://openalex.org/W2752747624","https://openalex.org/W2904183610","https://openalex.org/W2919356958","https://openalex.org/W3024545783","https://openalex.org/W3025156093","https://openalex.org/W3088248772","https://openalex.org/W3089090082","https://openalex.org/W3094502228","https://openalex.org/W3101156210","https://openalex.org/W3104135675","https://openalex.org/W3121044953","https://openalex.org/W3122431193","https://openalex.org/W3157076986","https://openalex.org/W3158858001","https://openalex.org/W3160261825","https://openalex.org/W3184845774","https://openalex.org/W3195577433","https://openalex.org/W3214554068","https://openalex.org/W4221146106","https://openalex.org/W4229036772","https://openalex.org/W4280519765","https://openalex.org/W4285594910","https://openalex.org/W4285794963","https://openalex.org/W4291002614","https://openalex.org/W4294031812","https://openalex.org/W4306820534","https://openalex.org/W4313156423","https://openalex.org/W4313279414","https://openalex.org/W4366208220","https://openalex.org/W4366281042","https://openalex.org/W4368359957","https://openalex.org/W4379878309","https://openalex.org/W4380368610","https://openalex.org/W4385616353","https://openalex.org/W4385901626","https://openalex.org/W4385948838","https://openalex.org/W4386057769","https://openalex.org/W4386185600","https://openalex.org/W4386697749","https://openalex.org/W4390723185","https://openalex.org/W4391885703","https://openalex.org/W4392672760","https://openalex.org/W4396817281","https://openalex.org/W4399347607","https://openalex.org/W4400889241","https://openalex.org/W4401475410","https://openalex.org/W4403370766","https://openalex.org/W4411089573","https://openalex.org/W4411532882","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2381393187","https://openalex.org/W2332779545","https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W3186982001","https://openalex.org/W2358060160","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Foundation":[0],"models":[1,33,137],"for":[2,85,91,96],"medical":[3],"imaging":[4,15,29,132],"are":[5],"a":[6,101],"prominent":[7],"research":[8],"topic,":[9],"but":[10],"risks":[11],"associated":[12],"with":[13],"the":[14,106],"features":[16,30,43,77,133],"they":[17],"can":[18,145],"capture":[19],"have":[20],"not":[21],"been":[22],"explored.":[23],"We":[24,71,129],"aimed":[25],"to":[26,38,41,147],"assess":[27],"whether":[28],"from":[31,87,135],"foundation":[32,136],"enable":[34],"patient":[35,148],"re-identification":[36,40,63,81,107],"and":[37,57,60,68,115,125,140],"relate":[39],"demographic":[42,76],"prediction.":[44],"Our":[45],"data":[46],"included":[47],"Colour":[48],"Fundus":[49],"Photos":[50],"(CFP),":[51],"Optical":[52],"Coherence":[53],"Tomography":[54],"(OCT)":[55],"b-scans,":[56],"chest":[58,126],"x-rays":[59],"we":[61,109],"reported":[62,72,110],"rates":[64],"of":[65,112],"40.3%,":[66],"46.3%,":[67],"25.9%,":[69],"respectively.":[70],"varying":[73],"performance":[74,111],"on":[75,80,105,120],"prediction":[78],"depending":[79],"status":[82],"(e.g.,":[83],"AUC-ROC":[84],"gender":[86],"CFP":[88],"is":[89],"82.1%":[90],"re-identified":[92],"images":[93],"vs.":[94],"76.8%":[95],"non-re-identified":[97],"ones).":[98],"When":[99],"training":[100],"deep":[102],"learning":[103],"model":[104],"task,":[108],"82.3%,":[113],"93.9%,":[114],"63.7%":[116],"at":[117],"image":[118],"level":[119],"our":[121],"internal":[122],"CFP,":[123],"OCT,":[124],"x-ray":[127],"data.":[128],"showed":[130],"that":[131,144],"extracted":[134],"in":[138],"ophthalmology":[139],"radiology":[141],"include":[142],"information":[143],"lead":[146],"re-identification.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
