{"id":"https://openalex.org/W4293499217","doi":"https://doi.org/10.1109/access.2022.3202922","title":"Decentralised Federated Learning for Hospital Networks With Application to COVID-19 Detection","display_name":"Decentralised Federated Learning for Hospital Networks With Application to COVID-19 Detection","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293499217","doi":"https://doi.org/10.1109/access.2022.3202922"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3202922","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3202922","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09869827.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09869827.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009770666","display_name":"Alessandro Giuseppi","orcid":"https://orcid.org/0000-0001-5503-8506"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Giuseppi","raw_affiliation_strings":["Department of Computer, Control, and Management Engineering “Antonio Ruberti” (DIAG), University of Rome Sapienza, Rome, Italy","Antonio Ruberti&#x201D","(DIAG), University of Rome Sapienza, Via Ariosto 25, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control, and Management Engineering “Antonio Ruberti” (DIAG), University of Rome Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Antonio Ruberti&#x201D","institution_ids":[]},{"raw_affiliation_string":"(DIAG), University of Rome Sapienza, Via Ariosto 25, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025248865","display_name":"Sabato Manfredi","orcid":"https://orcid.org/0000-0002-9136-4269"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sabato Manfredi","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018146563","display_name":"Danilo Menegatti","orcid":"https://orcid.org/0000-0001-9090-0050"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Danilo Menegatti","raw_affiliation_strings":["Department of Computer, Control, and Management Engineering “Antonio Ruberti” (DIAG), University of Rome Sapienza, Rome, Italy","(DIAG), University of Rome Sapienza, Via Ariosto 25, Rome, Italy","Antonio Ruberti&#x201D"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control, and Management Engineering “Antonio Ruberti” (DIAG), University of Rome Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"(DIAG), University of Rome Sapienza, Via Ariosto 25, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Antonio Ruberti&#x201D","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045103447","display_name":"Cecilia Poli","orcid":null},"institutions":[{"id":"https://openalex.org/I27897274","display_name":"Istituto Superiore di Sanit\u00e0","ror":"https://ror.org/02hssy432","country_code":"IT","type":"government","lineage":["https://openalex.org/I27897274"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cecilia Poli","raw_affiliation_strings":["National Centre for Innovative Technologies in Public Health Department, Istituto Superiore di Sanità, Rome, Italy",", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"National Centre for Innovative Technologies in Public Health Department, Istituto Superiore di Sanità, Rome, Italy","institution_ids":["https://openalex.org/I27897274"]},{"raw_affiliation_string":", Rome, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088978718","display_name":"Antonio Pietrabissa","orcid":"https://orcid.org/0000-0003-0188-3346"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Pietrabissa","raw_affiliation_strings":["Department of Computer, Control, and Management Engineering “Antonio Ruberti” (DIAG), University of Rome Sapienza, Rome, Italy","Antonio Ruberti&#x201D","(DIAG), University of Rome Sapienza, Via Ariosto 25, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control, and Management Engineering “Antonio Ruberti” (DIAG), University of Rome Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Antonio Ruberti&#x201D","institution_ids":[]},{"raw_affiliation_string":"(DIAG), University of Rome Sapienza, Via Ariosto 25, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009770666"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6208,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.9113926,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"10","issue":null,"first_page":"92681","last_page":"92691"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9995999932289124,"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":0.9995999932289124,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9966999888420105,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/federated-learning","display_name":"Federated learning","score":0.8410887718200684},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8246937990188599},{"id":"https://openalex.org/keywords/single-point-of-failure","display_name":"Single point of failure","score":0.6824224591255188},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.6008024215698242},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5433626174926758},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5392898321151733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.534578800201416},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.43455222249031067},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.42378008365631104},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.41412073373794556},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2919068932533264},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12863510847091675}],"concepts":[{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.8410887718200684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8246937990188599},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.6824224591255188},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.6008024215698242},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5433626174926758},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5392898321151733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.534578800201416},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.43455222249031067},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.42378008365631104},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.41412073373794556},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2919068932533264},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12863510847091675},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2022.3202922","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3202922","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09869827.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5485c628e0b64a16b28ccffd13b2c5ec","is_oa":true,"landing_page_url":"https://doaj.org/article/5485c628e0b64a16b28ccffd13b2c5ec","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":"IEEE Access, Vol 10, Pp 92681-92691 (2022)","raw_type":"article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1654507","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1654507","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3202922","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3202922","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09869827.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G4800396520","display_name":null,"funder_award_id":"A0375-2020-3649","funder_id":"https://openalex.org/F4320326076","funder_display_name":"Regione Lazio"}],"funders":[{"id":"https://openalex.org/F4320326076","display_name":"Regione Lazio","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293499217.pdf","grobid_xml":"https://content.openalex.org/works/W4293499217.grobid-xml"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W1552300625","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2033115336","https://openalex.org/W2107396783","https://openalex.org/W2108598243","https://openalex.org/W2185574765","https://openalex.org/W2582617788","https://openalex.org/W2783522756","https://openalex.org/W2792643794","https://openalex.org/W2900298334","https://openalex.org/W2902287545","https://openalex.org/W2963183964","https://openalex.org/W2977072935","https://openalex.org/W2978648093","https://openalex.org/W2979637109","https://openalex.org/W2981433448","https://openalex.org/W2999044305","https://openalex.org/W3009231370","https://openalex.org/W3011041531","https://openalex.org/W3011414569","https://openalex.org/W3011810856","https://openalex.org/W3012731590","https://openalex.org/W3012867892","https://openalex.org/W3012994592","https://openalex.org/W3013507463","https://openalex.org/W3013601031","https://openalex.org/W3014151993","https://openalex.org/W3014871420","https://openalex.org/W3014939112","https://openalex.org/W3016632787","https://openalex.org/W3018464563","https://openalex.org/W3038022836","https://openalex.org/W3040685212","https://openalex.org/W3045674654","https://openalex.org/W3046115333","https://openalex.org/W3083403771","https://openalex.org/W3083753334","https://openalex.org/W3088578860","https://openalex.org/W3097933861","https://openalex.org/W3098488418","https://openalex.org/W3098521774","https://openalex.org/W3105081694","https://openalex.org/W3118996476","https://openalex.org/W3127299377","https://openalex.org/W3133785125","https://openalex.org/W3138795569","https://openalex.org/W3155551860","https://openalex.org/W3163893137","https://openalex.org/W3175307072","https://openalex.org/W3183916646","https://openalex.org/W3200840849","https://openalex.org/W3209696639","https://openalex.org/W4226461837","https://openalex.org/W4226484282","https://openalex.org/W4287557295","https://openalex.org/W4288088683","https://openalex.org/W4288685354","https://openalex.org/W4289147263","https://openalex.org/W4289828999","https://openalex.org/W4309169108","https://openalex.org/W4318619660","https://openalex.org/W6637373629","https://openalex.org/W6728757088","https://openalex.org/W6749029207","https://openalex.org/W6755891590","https://openalex.org/W6756436328","https://openalex.org/W6756732929","https://openalex.org/W6759238902","https://openalex.org/W6768844495","https://openalex.org/W6769306858","https://openalex.org/W6769527090","https://openalex.org/W6774807847","https://openalex.org/W6774872334","https://openalex.org/W6775272535","https://openalex.org/W6775330246","https://openalex.org/W6775341377","https://openalex.org/W6775897961","https://openalex.org/W6776257366","https://openalex.org/W6780499206","https://openalex.org/W6787759763","https://openalex.org/W6791855496"],"related_works":["https://openalex.org/W4317941881","https://openalex.org/W4398164851","https://openalex.org/W4285814369","https://openalex.org/W4385749934","https://openalex.org/W3201612435","https://openalex.org/W4312762663","https://openalex.org/W4293499217","https://openalex.org/W4392713845","https://openalex.org/W4395064999","https://openalex.org/W4319338887"],"abstract_inverted_index":{"Federated":[0,28,82],"Learning":[1,83],"(FL)":[2],"is":[3,31,76],"a":[4,54,59,101],"distributed":[5],"machine":[6,15],"learning":[7,12,16],"technique":[8],"which":[9,57,86],"enables":[10],"local":[11],"of":[13,21,38],"global":[14],"models":[17],"without":[18],"the":[19,46,70,73,80],"need":[20,53],"exchanging":[22],"data.":[23],"The":[24],"original":[25],"FL":[26,44],"algorithm,":[27,85],"Averaging":[29],"(FedAvg),":[30],"extended":[32],"in":[33],"this":[34],"work":[35],"by":[36,68],"means":[37],"consensus":[39,74],"theory.":[40],"Differently":[41],"from":[42],"standard":[43],"algorithms,":[45],"resulting":[47],"one,":[48],"named":[49],"FedLCon,":[50],"does":[51],"not":[52],"coordinating":[55],"server,":[56],"represents":[58],"single":[60],"failure":[61],"point":[62],"and":[63],"needs":[64],"to":[65,79],"be":[66],"trusted":[67],"all":[69],"clients.":[71],"Furthermore,":[72],"paradigm":[75],"also":[77],"applied":[78],"Adaptive":[81],"(AdaFed)":[84],"extends":[87],"FedAvg":[88],"with":[89],"an":[90],"adaptive":[91],"model":[92],"averaging":[93],"procedure.":[94],"Performance":[95],"comparison":[96],"tests":[97],"are":[98],"performed":[99],"over":[100],"real-world":[102],"COVID-19":[103],"detection":[104],"scenario.":[105]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2022-08-29T00:00:00"}