{"id":"https://openalex.org/W4386432005","doi":"https://doi.org/10.1109/mcom.002.2300610","title":"Design of a Blockchain-Based Secure Health Monitoring System Using Decentralized Machine Learning Technique","display_name":"Design of a Blockchain-Based Secure Health Monitoring System Using Decentralized Machine Learning Technique","publication_year":2023,"publication_date":"2023-09-04","ids":{"openalex":"https://openalex.org/W4386432005","doi":"https://doi.org/10.1109/mcom.002.2300610"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.002.2300610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.002.2300610","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-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/A5102552335","display_name":"Longwen Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Longwen Hu","raw_affiliation_strings":["University College London,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London,UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028555014","display_name":"Pushpendu Kar","orcid":"https://orcid.org/0000-0002-0896-0650"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pushpendu Kar","raw_affiliation_strings":["University of Nottingham Ningbo China,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham Ningbo China,China","institution_ids":["https://openalex.org/I13591777"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4508,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93532265,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"62","issue":"1","first_page":"46","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9994000196456909,"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":0.9994000196456909,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9829000234603882,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9653000235557556,"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/computer-science","display_name":"Computer science","score":0.8273631930351257},{"id":"https://openalex.org/keywords/immutability","display_name":"Immutability","score":0.6375113725662231},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.5862980484962463},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.4879164397716522},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4726604223251343},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.450623095035553},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4339222013950348},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3375013768672943},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2854316830635071},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15932223200798035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8273631930351257},{"id":"https://openalex.org/C2776126399","wikidata":"https://www.wikidata.org/wiki/Q3942906","display_name":"Immutability","level":3,"score":0.6375113725662231},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.5862980484962463},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.4879164397716522},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4726604223251343},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.450623095035553},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4339222013950348},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3375013768672943},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2854316830635071},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15932223200798035},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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":1,"locations":[{"id":"doi:10.1109/mcom.002.2300610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.002.2300610","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5059170429","display_name":null,"funder_award_id":"202002N3135","funder_id":"https://openalex.org/F4320324778","funder_display_name":"Ningbo Municipal Bureau of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320324778","display_name":"Ningbo Municipal Bureau of Science and Technology","ror":"https://ror.org/00gskyj95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1679846099","https://openalex.org/W2786376170","https://openalex.org/W2891232238","https://openalex.org/W2910369831","https://openalex.org/W2914212774","https://openalex.org/W2990181228","https://openalex.org/W3003570749","https://openalex.org/W3036440211","https://openalex.org/W3183761723","https://openalex.org/W3201827372","https://openalex.org/W4200575065","https://openalex.org/W4211176014","https://openalex.org/W4221085600","https://openalex.org/W6652751576"],"related_works":["https://openalex.org/W1517747134","https://openalex.org/W2802479602","https://openalex.org/W4386576376","https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W1570380538","https://openalex.org/W3130746757","https://openalex.org/W4380683080"],"abstract_inverted_index":{"A":[0],"health":[1,14,19],"monitoring":[2],"system":[3,8,43,94,105,169,183,203],"(HMS)":[4],"is":[5,115,184,198],"an":[6],"integrated":[7,96],"that":[9],"includes":[10],"the":[11,52,59,75,86,104,119,139,146,159,171,182],"sub-systems":[12],"of":[13,54,62,65,77,85,109,118,141,148,202],"data":[15,20],"gathering":[16],"through":[17],"sensors,":[18],"analysis,":[21],"and":[22,34,80,111,123,136,170,186,195,197,205],"patient-doctor":[23],"real-time":[24,38],"communication.":[25],"HMS":[26],"allows":[27,131],"patients":[28],"to":[29,36,40,102,133,151,161,173],"get":[30],"medical":[31,55],"care":[32],"remotely,":[33],"doctors":[35],"provide":[37],"information":[39],"patients.":[41],"The":[42],"not":[44],"only":[45],"reduces":[46],"patients'":[47],"time-cost,":[48],"but":[49],"also":[50],"increases":[51],"quality":[53],"care.":[56],"To":[57,82],"solve":[58],"security":[60],"problem":[61],"centralized":[63],"management":[64],"data,":[66],"blockchain":[67,87],"technology":[68],"has":[69],"been":[70],"introduced,":[71],"as":[72,191],"it":[73],"contains":[74],"properties":[76],"immutability,":[78],"transparency,":[79],"distribution.":[81],"take":[83],"advantage":[84],"network":[88,122],"structure,":[89],"this":[90],"article":[91,157],"proposes":[92,158],"a":[93,116,166,177],"framework":[95],"with":[97],"decentralized":[98],"machine":[99],"learning,":[100],"aiming":[101],"improve":[103],"performance":[106],"in":[107,138,200],"terms":[108,201],"throughput":[110,204],"model":[112,125],"accuracy.":[113,206],"It":[114],"combination":[117],"Hyperledger":[120,129,167,178,192],"Fabric":[121,130,168,179],"ModelChain":[124,144,175],"training":[126],"method,":[127],"where":[128],"users":[132,150],"be":[134],"grouped":[135,149],"managed":[137],"form":[140],"organizations,":[142],"while":[143],"uses":[145],"characteristics":[147],"explore":[152],"more":[153],"valuable":[154],"information.":[155],"This":[156],"scheme":[160],"allow":[162],"access":[163],"control":[164],"on":[165,176],"algorithm":[172],"implement":[174],"network.":[180],"Furthermore,":[181],"built":[185],"measured":[187],"by":[188],"tools,":[189],"such":[190],"Caliper,":[193],"Docker,":[194],"Weka,":[196],"evaluated":[199]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}