{"id":"https://openalex.org/W4407720903","doi":"https://doi.org/10.1109/healthcom60970.2024.10880750","title":"A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers","display_name":"A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers","publication_year":2024,"publication_date":"2024-11-18","ids":{"openalex":"https://openalex.org/W4407720903","doi":"https://doi.org/10.1109/healthcom60970.2024.10880750"},"language":"en","primary_location":{"id":"doi:10.1109/healthcom60970.2024.10880750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/healthcom60970.2024.10880750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on E-health Networking, Application &amp;amp; Services (HealthCom)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11311/1284210","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102651675","display_name":"Diogo Reis Santos","orcid":null},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Diogo Reis Santos","raw_affiliation_strings":["CERN,Switzerland"],"affiliations":[{"raw_affiliation_string":"CERN,Switzerland","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095787326","display_name":"Albert Sund Aillet","orcid":null},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Albert Sund Aillet","raw_affiliation_strings":["CERN,Switzerland"],"affiliations":[{"raw_affiliation_string":"CERN,Switzerland","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071749131","display_name":"Antonio Boiano","orcid":"https://orcid.org/0000-0002-5552-3680"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Boiano","raw_affiliation_strings":["DEIB,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"DEIB,Milan,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106011071","display_name":"Usevalad Milasheuski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Usevalad Milasheuski","raw_affiliation_strings":["DEIB,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"DEIB,Milan,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055179380","display_name":"Lorenzo Giusti","orcid":"https://orcid.org/0000-0002-2410-6657"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lorenzo Giusti","raw_affiliation_strings":["CERN,Switzerland"],"affiliations":[{"raw_affiliation_string":"CERN,Switzerland","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102815266","display_name":"Marco Di Gennaro","orcid":"https://orcid.org/0009-0008-1415-4787"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Di Gennaro","raw_affiliation_strings":["DEIB,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"DEIB,Milan,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014872457","display_name":"Sanaz Kianoush","orcid":"https://orcid.org/0000-0002-3776-1378"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sanaz Kianoush","raw_affiliation_strings":["IEIIT, Consiglio Nazionale delle Ricerche (CNR),Milan,Italy"],"affiliations":[{"raw_affiliation_string":"IEIIT, Consiglio Nazionale delle Ricerche (CNR),Milan,Italy","institution_ids":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072048690","display_name":"Luca Barbieri","orcid":"https://orcid.org/0000-0002-8948-8158"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luca Barbieri","raw_affiliation_strings":["DEIB,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"DEIB,Milan,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002552632","display_name":"Monica Nicoli","orcid":"https://orcid.org/0000-0001-7104-7015"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Monica Nicoli","raw_affiliation_strings":["CERN,Switzerland"],"affiliations":[{"raw_affiliation_string":"CERN,Switzerland","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048211949","display_name":"Michele Carminati","orcid":"https://orcid.org/0000-0001-8284-6074"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michele Carminati","raw_affiliation_strings":["DEIB,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"DEIB,Milan,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075395997","display_name":"Alessandro E. C. Redondi","orcid":"https://orcid.org/0000-0001-7267-7908"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alessandro E. C. Redondi","raw_affiliation_strings":["DEIB,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"DEIB,Milan,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007923049","display_name":"Stefano Savazzi","orcid":"https://orcid.org/0000-0002-9865-6512"},"institutions":[{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Savazzi","raw_affiliation_strings":["IEIIT, Consiglio Nazionale delle Ricerche (CNR),Milan,Italy"],"affiliations":[{"raw_affiliation_string":"IEIIT, Consiglio Nazionale delle Ricerche (CNR),Milan,Italy","institution_ids":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069214353","display_name":"Luigi Serio","orcid":"https://orcid.org/0000-0002-9346-2663"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Luigi Serio","raw_affiliation_strings":["CERN,Switzerland"],"affiliations":[{"raw_affiliation_string":"CERN,Switzerland","institution_ids":["https://openalex.org/I67311998"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5102651675"],"corresponding_institution_ids":["https://openalex.org/I67311998"],"apc_list":null,"apc_paid":null,"fwci":1.632,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88439259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.326200008392334,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.326200008392334,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12734","display_name":"Information Systems and Technology Applications","score":0.3246999979019165,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.29750001430511475,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.5543203949928284},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.49330487847328186},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2630409002304077}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5543203949928284},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.49330487847328186},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2630409002304077},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/healthcom60970.2024.10880750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/healthcom60970.2024.10880750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on E-health Networking, Application &amp;amp; Services (HealthCom)","raw_type":"proceedings-article"},{"id":"pmh:oai:cds.cern.ch:2948250","is_oa":false,"landing_page_url":"http://cds.cern.ch/record/2948250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:re.public.polimi.it:11311/1284210","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1284210","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1284210","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1284210","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2114018064","https://openalex.org/W2808133395","https://openalex.org/W3012501605","https://openalex.org/W3197233575","https://openalex.org/W4205164650","https://openalex.org/W4206320562","https://openalex.org/W4206726406","https://openalex.org/W4214869516","https://openalex.org/W4225762061","https://openalex.org/W4238829090","https://openalex.org/W4318242821","https://openalex.org/W4391684618","https://openalex.org/W4399609174","https://openalex.org/W4400031023","https://openalex.org/W4401794609","https://openalex.org/W6728757088","https://openalex.org/W6759238902","https://openalex.org/W6773817997","https://openalex.org/W6790034021"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,154],"rapid":[1],"evolution":[2],"of":[3,46,54,65,78,84,102,137],"artificial":[4],"intelligence":[5],"(AI)":[6],"technologies":[7],"holds":[8],"transformative":[9],"potential":[10,143],"for":[11],"the":[12,43,63,82,97,114,123,135,138,151],"healthcare":[13,21,47],"sector.":[14],"In":[15],"critical":[16],"situations":[17],"requiring":[18],"immediate":[19],"decision-making,":[20],"professionals":[22],"can":[23],"leverage":[24],"machine":[25],"learning":[26],"(ML)":[27],"algorithms":[28],"to":[29,95,149],"prioritize":[30],"and":[31,38,56,62,100,112,126,145,172],"optimize":[32],"treatment":[33],"options,":[34],"thereby":[35],"reducing":[36],"costs":[37],"improving":[39],"patient":[40],"outcomes.":[41],"However,":[42],"sensitive":[44],"nature":[45],"data":[48,57,60,127],"presents":[49],"significant":[50],"challenges":[51,73],"in":[52,130,160],"terms":[53],"privacy":[55],"ownership,":[58],"hindering":[59],"availability":[61],"development":[64],"robust":[66],"algorithms.":[67],"Federated":[68],"Learning":[69],"(FL)":[70],"addresses":[71],"these":[72],"by":[74],"enabling":[75],"collaborative":[76],"training":[77],"ML":[79],"models":[80],"without":[81],"exchange":[83],"local":[85],"data.":[86],"This":[87,105],"paper":[88],"introduces":[89],"a":[90,165],"novel":[91],"FL":[92,103,140],"platform":[93,106,155],"designed":[94],"support":[96],"configuration,":[98],"monitoring,":[99],"management":[101],"processes.":[104],"operates":[107],"on":[108],"Platform-as-a-Service":[109],"(PaaS)":[110],"principles":[111],"utilizes":[113],"Message":[115],"Queuing":[116],"Telemetry":[117],"Transport":[118],"(MQTT)":[119],"publish-subscribe":[120],"protocol.":[121],"Considering":[122],"production":[124],"readiness":[125],"sensitivity":[128],"inherent":[129],"clinical":[131],"environments,":[132],"we":[133],"emphasize":[134],"security":[136],"proposed":[139],"architecture,":[141],"addressing":[142],"threats":[144],"proposing":[146],"mitigation":[147],"strategies":[148],"enhance":[150],"platform's":[152],"trustworthiness.":[153],"has":[156],"been":[157],"successfully":[158],"tested":[159],"various":[161],"operational":[162],"environments":[163],"using":[164],"publicly":[166],"available":[167],"dataset,":[168],"highlighting":[169],"its":[170,174],"benefits":[171],"confirming":[173],"efficacy.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
