{"id":"https://openalex.org/W7160694404","doi":"https://doi.org/10.1007/978-3-032-19105-2_23","title":"Privacy-Preserving AI-Based Glaucoma Referral Using Multi-centric Real-World Data: A Feasibility Study with Federated Learning","display_name":"Privacy-Preserving AI-Based Glaucoma Referral Using Multi-centric Real-World Data: A Feasibility Study with Federated Learning","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7160694404","doi":"https://doi.org/10.1007/978-3-032-19105-2_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-19105-2_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-19105-2_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","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/A5135741443","display_name":"Filipe Soares","orcid":"https://orcid.org/0000-0002-2881-313X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Filipe Soares","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2881-313X","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039576825","display_name":"Telmo Barbosa","orcid":"https://orcid.org/0000-0001-9211-8900"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Telmo Barbosa","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9211-8900","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135764486","display_name":"Jo\u00e3o Barbosa-Breda","orcid":"https://orcid.org/0000-0001-7816-816X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Barbosa-Breda","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7816-816X","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124081151","display_name":"Lui\u0301s Abega\u0303o Pinto","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu\u00eds Abeg\u00e3o Pinto","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9960-7579","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5106150734","display_name":"Carlos Marques-Neves","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos Marques-Neves","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3842-2466","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.77637444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"323","last_page":"335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.7218999862670898,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.7218999862670898,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.019999999552965164,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.017500000074505806,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/referral","display_name":"Referral","score":0.5659000277519226},{"id":"https://openalex.org/keywords/glaucoma","display_name":"Glaucoma","score":0.5303999781608582},{"id":"https://openalex.org/keywords/patient-referral","display_name":"Patient referral","score":0.33980000019073486},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.31690001487731934}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6173999905586243},{"id":"https://openalex.org/C2776135927","wikidata":"https://www.wikidata.org/wiki/Q5242559","display_name":"Referral","level":2,"score":0.5659000277519226},{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.5303999781608582},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.44600000977516174},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.4422999918460846},{"id":"https://openalex.org/C2992931291","wikidata":"https://www.wikidata.org/wiki/Q5242559","display_name":"Patient referral","level":3,"score":0.33980000019073486},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.31690001487731934},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3118000030517578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2816999852657318},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.26820001006126404},{"id":"https://openalex.org/C2778698081","wikidata":"https://www.wikidata.org/wiki/Q179797","display_name":"Thesaurus","level":2,"score":0.2572000026702881}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-19105-2_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-19105-2_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1974969377","https://openalex.org/W2792026451","https://openalex.org/W2811162566","https://openalex.org/W2953216366","https://openalex.org/W2964087585","https://openalex.org/W2979448322","https://openalex.org/W3000639041","https://openalex.org/W3006670485","https://openalex.org/W3022281167","https://openalex.org/W3036963153","https://openalex.org/W3081126843","https://openalex.org/W3094020836","https://openalex.org/W3121528196","https://openalex.org/W3125402222","https://openalex.org/W3134532441","https://openalex.org/W3167543578","https://openalex.org/W3179825248","https://openalex.org/W3194601515","https://openalex.org/W3204011482","https://openalex.org/W3207112779","https://openalex.org/W4212811675","https://openalex.org/W4220993005","https://openalex.org/W4280525360","https://openalex.org/W4282933037","https://openalex.org/W4306771247","https://openalex.org/W4310598034","https://openalex.org/W4312586964","https://openalex.org/W4312610639","https://openalex.org/W4313476346","https://openalex.org/W4319788261","https://openalex.org/W4361275935","https://openalex.org/W4382456498","https://openalex.org/W4385636378","https://openalex.org/W4386757860","https://openalex.org/W4387904389","https://openalex.org/W4391210555","https://openalex.org/W4391252931","https://openalex.org/W4391341367","https://openalex.org/W4394580620"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-10T00:00:00"}