{"id":"https://openalex.org/W4403676275","doi":"https://doi.org/10.23919/softcom62040.2024.10722012","title":"Advancing Healthcare 5.0 through Federated Learning: Opportunity for Security Enforcement using Blockchain","display_name":"Advancing Healthcare 5.0 through Federated Learning: Opportunity for Security Enforcement using Blockchain","publication_year":2024,"publication_date":"2024-09-26","ids":{"openalex":"https://openalex.org/W4403676275","doi":"https://doi.org/10.23919/softcom62040.2024.10722012"},"language":"en","primary_location":{"id":"doi:10.23919/softcom62040.2024.10722012","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom62040.2024.10722012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","raw_type":"proceedings-article"},"type":"article","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/A5114372308","display_name":"Ugochukwu O. Mathew","orcid":null},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ugochukwu O. Mathew","raw_affiliation_strings":["Federal University of Lavras, Brazil,Department of Computer Science,Lavras,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Lavras, Brazil,Department of Computer Science,Lavras,Brazil","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063050171","display_name":"Dem\u00f3stenes Zegarra Rodr\u00edguez","orcid":"https://orcid.org/0000-0001-5401-7551"},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Demostenes Zegarra Rodriguez","raw_affiliation_strings":["Federal University of Lavras, Brazil,Department of Computer Science,Lavras,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Lavras, Brazil,Department of Computer Science,Lavras,Brazil","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068813665","display_name":"Renata Lopes Rosa","orcid":"https://orcid.org/0000-0002-5839-0692"},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Renata Lopes Rosa","raw_affiliation_strings":["Federal University of Lavras, Brazil,Department of Computer Science,Lavras,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Lavras, Brazil,Department of Computer Science,Lavras,Brazil","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006232663","display_name":"Muhammad Shoaib Ayub","orcid":"https://orcid.org/0000-0002-6566-8832"},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Muhammad Shoaib Ayub","raw_affiliation_strings":["Universidad de Santiago de Chile,Department of Electrical Engineering,Santiago,Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Santiago de Chile,Department of Electrical Engineering,Santiago,Chile","institution_ids":["https://openalex.org/I10457146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024505998","display_name":"Pablo Adasme","orcid":"https://orcid.org/0000-0003-2500-3294"},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Pablo Adasme","raw_affiliation_strings":["Universidad de Santiago de Chile,Department of Electrical Engineering,Santiago,Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Santiago de Chile,Department of Electrical Engineering,Santiago,Chile","institution_ids":["https://openalex.org/I10457146"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2058,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.96544723,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.8514999747276306,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.8514999747276306,"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"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.8449000120162964,"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"}},{"id":"https://openalex.org/T13693","display_name":"Smart Systems and Machine Learning","score":0.8198999762535095,"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/blockchain","display_name":"Blockchain","score":0.9384667873382568},{"id":"https://openalex.org/keywords/enforcement","display_name":"Enforcement","score":0.5990769863128662},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5930390357971191},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5391919612884521},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4774475693702698},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.38852718472480774},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.33465802669525146},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06142979860305786}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9384667873382568},{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.5990769863128662},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5930390357971191},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5391919612884521},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4774475693702698},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.38852718472480774},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33465802669525146},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06142979860305786},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/softcom62040.2024.10722012","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom62040.2024.10722012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2950853238","https://openalex.org/W3042621345","https://openalex.org/W3080636723","https://openalex.org/W3151989229","https://openalex.org/W3155912831","https://openalex.org/W3158602089","https://openalex.org/W3175371090","https://openalex.org/W3175862181","https://openalex.org/W3201239977","https://openalex.org/W3210766530","https://openalex.org/W4212774332","https://openalex.org/W4226319939","https://openalex.org/W4226488301","https://openalex.org/W4229016547","https://openalex.org/W4281389667","https://openalex.org/W4285152806","https://openalex.org/W4285171750","https://openalex.org/W4292148537","https://openalex.org/W4295745236","https://openalex.org/W4307947571","https://openalex.org/W4313435902","https://openalex.org/W4313477864","https://openalex.org/W4319264248","https://openalex.org/W4320732177","https://openalex.org/W4322622028","https://openalex.org/W4361023844","https://openalex.org/W4366198760","https://openalex.org/W4383890559","https://openalex.org/W4387428659","https://openalex.org/W4387496767","https://openalex.org/W4390014322","https://openalex.org/W4390655492","https://openalex.org/W4390732526","https://openalex.org/W4391828086","https://openalex.org/W4395032759","https://openalex.org/W4395032773","https://openalex.org/W4396654068","https://openalex.org/W4396669861"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4386732777","https://openalex.org/W4304136894","https://openalex.org/W2989851257"],"abstract_inverted_index":{"As":[0],"Healthcare":[1,94,111],"5.0":[2,112],"becomes":[3],"more":[4,20],"widely":[5],"accepted,":[6],"the":[7,34,52,91,118,122,149,163,183,189,220,230],"healthcare":[8,56,72,86,96,124,146,168,190,214,231],"industry":[9,125],"in":[10,79,229],"general":[11],"is":[12,37],"changing,":[13],"leading":[14],"to":[15,33,62,81,117,206,212],"better":[16],"patient":[17,83],"care":[18],"and":[19,47,64,77,85,103,132,142,155,166,196,209,226,237],"system":[21,216,233],"efficiency.":[22],"The":[23,68,180,198],"degree":[24],"of":[25,55,71,93],"digital":[26],"automation":[27,178],"that":[28,185],"introduced":[29],"cutting-edge":[30],"technology":[31,99,169],"applications":[32],"health":[35,152],"sector":[36],"seriously":[38],"challenged":[39],"by":[40,51,126],"this":[41,161],"shift.":[42],"Concerns":[43],"over":[44],"patient\u2019s":[45],"privacy":[46,195],"security":[48,109,224],"are":[49,186],"heightened":[50],"rising":[53],"digitization":[54],"institutions,":[57],"which":[58],"makes":[59],"it":[60],"harder":[61],"collaborate":[63],"share":[65],"data":[66,73,101,140],"seamlessly.":[67],"exponential":[69],"growth":[70],"necessitates":[74],"effective":[75],"processing":[76],"analysis":[78],"order":[80],"maximize":[82],"outcomes":[84],"delivery.":[87],"To":[88],"fully":[89],"realize":[90],"potential":[92],"5.0,":[95],"practitioners,":[97],"information":[98,215],"specialists,":[100],"scientists,":[102],"researchers":[104],"must":[105],"address":[106],"these":[107],"complex":[108],"difficulties.":[110],"provides":[113],"a":[114],"comprehensive":[115],"solution":[116],"pressing":[119],"issues":[120,184],"facing":[121,188],"digitalized":[123],"thoroughly":[127],"examining":[128],"its":[129,134],"foundational":[130],"principles":[131],"exploring":[133],"practical":[135],"implementation":[136],"through":[137],"cloud":[138],"computing,":[139],"analytics,":[141],"federated":[143,147,171,210,235],"learning.":[144],"Through":[145],"learning,":[148],"national":[150],"electronic":[151],"(e-health)":[153],"policy":[154],"strategy":[156],"will":[157],"be":[158],"legitimized.":[159],"In":[160,218],"paper,":[162],"authors":[164,221],"categorized":[165],"combined":[167],"with":[170,202],"learning":[172,211,236],"artificial":[173],"intelligence":[174],"(AI)":[175],"at":[176],"various":[177],"stages.":[179],"paper":[181,199],"discussed":[182,222],"now":[187],"industry,":[191],"such":[192],"as":[193],"security,":[194],"dependability.":[197],"provided":[200],"readers":[201],"guidance":[203],"on":[204],"how":[205],"use":[207],"AI":[208],"solve":[213],"synchronization.":[217],"conclusion,":[219],"broad":[223],"topics":[225],"future":[227],"research":[228],"management":[232],"utilizing":[234],"blockchain":[238],"approach.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}