{"id":"https://openalex.org/W4409476004","doi":"https://doi.org/10.1007/978-3-031-87778-0_31","title":"Federated Learning Framework for\u00a0Privacy-Preserving AI in\u00a0Healthcare","display_name":"Federated Learning Framework for\u00a0Privacy-Preserving AI in\u00a0Healthcare","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409476004","doi":"https://doi.org/10.1007/978-3-031-87778-0_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-87778-0_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87778-0_31","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","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/A5117164159","display_name":"Germano Ammirata","orcid":null},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Germano Ammirata","raw_affiliation_strings":["Department of Engineering, University of Palermo, Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065365960","display_name":"G. Pezzullo","orcid":"https://orcid.org/0000-0002-6653-1555"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]},{"id":"https://openalex.org/I4210126337","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":null,"country_code":"IT","type":null,"lineage":["https://openalex.org/I4210126337"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gennaro\u00a0Junior Pezzullo","raw_affiliation_strings":["Department of Engineering, University of Campania \u201cLuigi Vanvitelli\u201d, Naples, Italy","Department of Engineering, University of Rome \u201cCampus Bio-Medico\u201d, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Campania \u201cLuigi Vanvitelli\u201d, Naples, Italy","institution_ids":["https://openalex.org/I4210126337"]},{"raw_affiliation_string":"Department of Engineering, University of Rome \u201cCampus Bio-Medico\u201d, Rome, Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060079183","display_name":"Salvatore Contino","orcid":"https://orcid.org/0000-0002-7476-1545"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Contino","raw_affiliation_strings":["Department of Engineering, University of Palermo, Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045457205","display_name":"Beniamino Di Martino","orcid":"https://orcid.org/0000-0001-7613-1312"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]},{"id":"https://openalex.org/I4210126337","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":null,"country_code":"IT","type":null,"lineage":["https://openalex.org/I4210126337"]},{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["AT","IT","TW"],"is_corresponding":false,"raw_author_name":"Beniamino\u00a0Di Martino","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Asia University, Taichung City, Taiwan","Department of Computer Science, University of Vienna, Vienna, Austria","Department of Engineering, University of Campania \u201cLuigi Vanvitelli\u201d, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Asia University, Taichung City, Taiwan","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Department of Computer Science, University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]},{"raw_affiliation_string":"Department of Engineering, University of Campania \u201cLuigi Vanvitelli\u201d, Naples, Italy","institution_ids":["https://openalex.org/I4210126337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029869755","display_name":"Roberto Pirrone","orcid":"https://orcid.org/0000-0001-9453-510X"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Pirrone","raw_affiliation_strings":["Department of Engineering, University of Palermo, Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5117164159"],"corresponding_institution_ids":["https://openalex.org/I900890020"],"apc_list":null,"apc_paid":null,"fwci":10.0088,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97298408,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"316","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9603999853134155,"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/T10237","display_name":"Cryptography and Data Security","score":0.9556999802589417,"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/health-care","display_name":"Health care","score":0.598483145236969},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4832247197628021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4600084125995636},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4115939736366272},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.33409661054611206},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.23171284794807434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22493043541908264},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.052219122648239136}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.598483145236969},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4832247197628021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4600084125995636},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4115939736366272},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33409661054611206},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23171284794807434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22493043541908264},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.052219122648239136}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-87778-0_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87778-0_31","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"},{"id":"pmh:oai:iris.unipa.it:10447/679063","is_oa":false,"landing_page_url":"https://hdl.handle.net/10447/679063","pdf_url":null,"source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W3100779497","https://openalex.org/W3135231128","https://openalex.org/W3185987447","https://openalex.org/W3196732985","https://openalex.org/W3202840499","https://openalex.org/W3215776046","https://openalex.org/W4281753687","https://openalex.org/W4285105659","https://openalex.org/W4311524786","https://openalex.org/W4312743032","https://openalex.org/W4324278391","https://openalex.org/W4352977741","https://openalex.org/W4386766438","https://openalex.org/W4388522414","https://openalex.org/W4388666567","https://openalex.org/W4390227131","https://openalex.org/W4390678379","https://openalex.org/W4391552702","https://openalex.org/W4391748641","https://openalex.org/W4391783368","https://openalex.org/W4392579169","https://openalex.org/W4402281966","https://openalex.org/W4403837676","https://openalex.org/W4404420485","https://openalex.org/W6600258949"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4298221930","https://openalex.org/W2390279801","https://openalex.org/W2777914285","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W3176937389","https://openalex.org/W4408069290"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-04-16T00:00:00"}
