{"id":"https://openalex.org/W4400063661","doi":"https://doi.org/10.1109/tce.2024.3418963","title":"A Blockchain-Enabled Split Learning Framework With a Novel Client Selection Method for Collaborative Learning in Smart Healthcare","display_name":"A Blockchain-Enabled Split Learning Framework With a Novel Client Selection Method for Collaborative Learning in Smart Healthcare","publication_year":2024,"publication_date":"2024-06-26","ids":{"openalex":"https://openalex.org/W4400063661","doi":"https://doi.org/10.1109/tce.2024.3418963"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3418963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3418963","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","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/A5080357343","display_name":"Siva Sai","orcid":"https://orcid.org/0000-0003-0927-9370"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Siva Sai","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science (Pilani), Pilani, India","Department of Electrical and Electronics Engineering, BITS-Pilani, Pilani Campus, India"],"raw_orcid":"https://orcid.org/0000-0003-0927-9370","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science (Pilani), Pilani, India","institution_ids":["https://openalex.org/I74796645"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, BITS-Pilani, Pilani Campus, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005020243","display_name":"Vinay Chamola","orcid":"https://orcid.org/0000-0002-6730-3060"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinay Chamola","raw_affiliation_strings":["Department of Electrical and Electronics Engineering and the APPCAIR, Birla Institute of Technology and Science (Pilani), Pilani, India","Department of Electrical and Electronics Engineering, BITS-Pilani, Pilani Campus, India"],"raw_orcid":"https://orcid.org/0000-0002-6730-3060","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering and the APPCAIR, Birla Institute of Technology and Science (Pilani), Pilani, India","institution_ids":["https://openalex.org/I74796645"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, BITS-Pilani, Pilani Campus, India","institution_ids":["https://openalex.org/I74796645"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080357343"],"corresponding_institution_ids":["https://openalex.org/I74796645"],"apc_list":null,"apc_paid":null,"fwci":3.5638,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93520092,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"70","issue":"3","first_page":"5887","last_page":"5894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.8605999946594238,"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":0.8605999946594238,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.77920001745224,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.7487000226974487,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.7693394422531128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6640958189964294},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5688039064407349},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.49679210782051086},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.38011741638183594},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34469544887542725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3417944312095642},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17067989706993103}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.7693394422531128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6640958189964294},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5688039064407349},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.49679210782051086},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.38011741638183594},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34469544887542725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3417944312095642},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17067989706993103},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3418963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3418963","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2783522756","https://openalex.org/W2798720628","https://openalex.org/W3018102029","https://openalex.org/W3100779497","https://openalex.org/W3137174978","https://openalex.org/W3164573547","https://openalex.org/W3196965143","https://openalex.org/W4213234812","https://openalex.org/W4313291145","https://openalex.org/W4385338532","https://openalex.org/W4386231154","https://openalex.org/W4387917717","https://openalex.org/W4391428893","https://openalex.org/W4391947395","https://openalex.org/W4392207874","https://openalex.org/W4392940143","https://openalex.org/W6755988804","https://openalex.org/W6756436328","https://openalex.org/W6768234139","https://openalex.org/W6777181444","https://openalex.org/W6795916790"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894","https://openalex.org/W2989851257","https://openalex.org/W2799059781"],"abstract_inverted_index":{"Distributed":[0],"machine":[1,38,180],"learning":[2,39,70,80,86,169,177,181],"in":[3,8,29,41,81,111,136],"healthcare":[4,43],"has":[5,24],"great":[6],"potential":[7],"training":[9],"models":[10],"to":[11,54,106,194],"learn":[12],"from":[13],"the":[14,42,84,88,94,97,100,108,119,137,166,175,191],"patients\u2019":[15],"data":[16,156],"distributed":[17,37],"across":[18],"different":[19],"medical":[20],"institutions.":[21],"Recently,":[22],"there":[23],"been":[25],"a":[26,35,67,73,112,142,187],"significant":[27],"surge":[28],"research":[30],"works":[31],"applying":[32],"federated":[33,176],"learning(FL),":[34],"popular":[36],"technique":[40],"sector.":[44],"However,":[45],"FL":[46],"faces":[47],"challenges":[48],"like":[49,57,151],"communication":[50],"overhead":[51],"and":[52,96,99,102,127,132,178],"scalability":[53],"low-resource":[55],"devices":[56],"Internet":[58],"of":[59,121],"Things(IoT)":[60],"nodes.":[61],"Addressing":[62],"these":[63],"issues,":[64],"we":[65,184],"propose":[66],"Blockchain-enabled":[68],"split":[69,85,168],"framework":[71,193],"with":[72],"novel":[74],"client":[75,133,144,149],"selection":[76,134,145],"algorithm":[77,146],"for":[78,190],"collaborative":[79,113],"healthcare.":[82],"In":[83],"model,":[87],"neural":[89],"network":[90],"is":[91],"trained":[92],"between":[93],"server":[95],"clients,":[98],"forward":[101],"backward":[103],"propagation":[104],"steps":[105],"update":[107],"weights":[109],"happen":[110],"way.":[114],"The":[115,161],"Blockchain":[116],"platform":[117],"serves":[118],"functions":[120],"decentralized":[122,125],"model":[123,158,170],"governance,":[124],"identity":[126],"access":[128],"management,":[129,131],"incentive":[130],"governance":[135],"proposed":[138,141,167,192],"framework.":[139],"We":[140],"comprehensive":[143],"incorporating":[147],"several":[148],"features":[150],"deadline":[152],"strictness,":[153],"resource":[154],"availability,":[155],"utility,":[157,159],"etc.":[160],"experimental":[162],"results":[163,173],"show":[164],"that":[165],"achieves":[171],"better":[172],"than":[174],"cloud-centric":[179],"models.":[182],"Further,":[183],"also":[185],"provide":[186],"hardware":[188],"implementation":[189],"gauge":[195],"its":[196],"real-world":[197],"deployment":[198],"feasibility.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
