{"id":"https://openalex.org/W4400033130","doi":"https://doi.org/10.1109/access.2024.3419084","title":"A Privacy-Enhanced Framework for Chest Disease Classification Using Federated Learning and Blockchain","display_name":"A Privacy-Enhanced Framework for Chest Disease Classification Using Federated Learning and Blockchain","publication_year":2024,"publication_date":"2024-06-26","ids":{"openalex":"https://openalex.org/W4400033130","doi":"https://doi.org/10.1109/access.2024.3419084"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3419084","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3419084","pdf_url":null,"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":null,"license_id":null,"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://doi.org/10.1109/access.2024.3419084","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092918323","display_name":"Rihab Saidi","orcid":"https://orcid.org/0000-0002-0493-8640"},"institutions":[{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Rihab Saidi","raw_affiliation_strings":["Department of Computer Science, Faculty of Science and Technology of Sidi Bouzid (FSTSB), University of Kairouan, Sidi Bouzid, Tunisia","Department of Computer Science, FST Sidi Bouzid, University of Kairouan, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-0493-8640","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Science and Technology of Sidi Bouzid (FSTSB), University of Kairouan, Sidi Bouzid, Tunisia","institution_ids":["https://openalex.org/I55167344"]},{"raw_affiliation_string":"Department of Computer Science, FST Sidi Bouzid, University of Kairouan, Tunisia","institution_ids":["https://openalex.org/I55167344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073552601","display_name":"Ines Rahmany","orcid":"https://orcid.org/0000-0001-9086-5080"},"institutions":[{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ines Rahmany","raw_affiliation_strings":["Department of Computer Science, Faculty of Science and Technology of Sidi Bouzid (FSTSB), University of Kairouan, Sidi Bouzid, Tunisia","Department of Computer Science, FST Sidi Bouzid, University of Kairouan, Tunisia"],"raw_orcid":"https://orcid.org/0000-0001-9086-5080","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Science and Technology of Sidi Bouzid (FSTSB), University of Kairouan, Sidi Bouzid, Tunisia","institution_ids":["https://openalex.org/I55167344"]},{"raw_affiliation_string":"Department of Computer Science, FST Sidi Bouzid, University of Kairouan, Tunisia","institution_ids":["https://openalex.org/I55167344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016578550","display_name":"Salah Dhahri","orcid":null},"institutions":[{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Salah Dhahri","raw_affiliation_strings":["Department of Computer Science, Faculty of Science and Technology of Sidi Bouzid (FSTSB), University of Kairouan, Sidi Bouzid, Tunisia","Department of Computer Science, FST Sidi Bouzid, University of Kairouan, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-6845-2391","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Science and Technology of Sidi Bouzid (FSTSB), University of Kairouan, Sidi Bouzid, Tunisia","institution_ids":["https://openalex.org/I55167344"]},{"raw_affiliation_string":"Department of Computer Science, FST Sidi Bouzid, University of Kairouan, Tunisia","institution_ids":["https://openalex.org/I55167344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000490960","display_name":"Tarek Moulahi","orcid":"https://orcid.org/0000-0002-5173-3656"},"institutions":[{"id":"https://openalex.org/I156216236","display_name":"Qassim University","ror":"https://ror.org/01wsfe280","country_code":"SA","type":"education","lineage":["https://openalex.org/I156216236"]},{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["FR","SA"],"is_corresponding":false,"raw_author_name":"Tarek Moulahi","raw_affiliation_strings":["Department of Information Technology, College of Computer, Qassim University, Buraidah, Saudi Arabia","University of Haute Alsace, 34 rue du Grillenbrei, Colmar, France","Department of Information Technology, College of Computer, Qassim University, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-5173-3656","affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Computer, Qassim University, Buraidah, Saudi Arabia","institution_ids":["https://openalex.org/I156216236"]},{"raw_affiliation_string":"University of Haute Alsace, 34 rue du Grillenbrei, Colmar, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"Department of Information Technology, College of Computer, Qassim University, Saudi Arabia","institution_ids":["https://openalex.org/I156216236"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092918323"],"corresponding_institution_ids":["https://openalex.org/I55167344"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.8572,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.96585066,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"13","issue":null,"first_page":"185493","last_page":"185512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9236000180244446,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.820298433303833},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.7217307090759277},{"id":"https://openalex.org/keywords/safeguarding","display_name":"Safeguarding","score":0.711431086063385},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.7014093399047852},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.4915514886379242},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4604279696941376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4575483202934265},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4514731764793396},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4295118451118469},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.4279424846172333},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41552382707595825},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39443328976631165},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34568098187446594},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16837817430496216},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09072700142860413}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.820298433303833},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.7217307090759277},{"id":"https://openalex.org/C2776743756","wikidata":"https://www.wikidata.org/wiki/Q5097921","display_name":"Safeguarding","level":2,"score":0.711431086063385},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.7014093399047852},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.4915514886379242},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4604279696941376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4575483202934265},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4514731764793396},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4295118451118469},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.4279424846172333},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41552382707595825},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39443328976631165},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34568098187446594},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16837817430496216},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09072700142860413},{"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/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3419084","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3419084","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7b2936d0603a4c78a5926115e0da209c","is_oa":true,"landing_page_url":"https://doaj.org/article/7b2936d0603a4c78a5926115e0da209c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 185493-185512 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3419084","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3419084","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2142514727","https://openalex.org/W2788633781","https://openalex.org/W2983132969","https://openalex.org/W3007170347","https://openalex.org/W3012501605","https://openalex.org/W3013277995","https://openalex.org/W3013507463","https://openalex.org/W3014151993","https://openalex.org/W3021654819","https://openalex.org/W3027313259","https://openalex.org/W3045674654","https://openalex.org/W3091870957","https://openalex.org/W3099128725","https://openalex.org/W3100779497","https://openalex.org/W3122794187","https://openalex.org/W3127299377","https://openalex.org/W3137174978","https://openalex.org/W3138985726","https://openalex.org/W3139487216","https://openalex.org/W3150684546","https://openalex.org/W4200380626","https://openalex.org/W4214841549","https://openalex.org/W4283016633","https://openalex.org/W4283276570","https://openalex.org/W4283574666","https://openalex.org/W4287578664","https://openalex.org/W4293525840","https://openalex.org/W4302418891","https://openalex.org/W4313124987","https://openalex.org/W4313584126","https://openalex.org/W4313889858","https://openalex.org/W4360944016","https://openalex.org/W4364305485","https://openalex.org/W4376128796","https://openalex.org/W4377092199","https://openalex.org/W4385489326","https://openalex.org/W4385625558","https://openalex.org/W4386164558","https://openalex.org/W4386938135","https://openalex.org/W4387132419","https://openalex.org/W4388020455","https://openalex.org/W4388068798","https://openalex.org/W4391610999"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W3216065934"],"abstract_inverted_index":{"This":[0,139],"study":[1,71],"presents":[2],"a":[3,41,73,127,153],"novel":[4],"approach":[5,95,155],"for":[6,126,156],"the":[7,30,70,91,120,136],"early":[8],"diagnosis":[9],"of":[10,32,93,105,112,117],"prevalent":[11],"chest":[12],"diseases,":[13],"including":[14],"COVID-19,":[15],"pneumonia,":[16],"and":[17,43,66,86,107,133],"lung":[18],"cancer,":[19],"utilizing":[20],"advanced":[21],"machine":[22,145],"learning":[23,146],"techniques.":[24],"The":[25,115],"research":[26],"focuses":[27],"on":[28],"addressing":[29],"limitations":[31],"traditional":[33],"diagnostic":[34,55,67],"methods":[35],"by":[36,79],"introducing":[37],"Federated":[38,48,75,121],"Learning":[39,76,122],"as":[40],"collaborative":[42],"privacy-preserving":[44],"solution.":[45],"By":[46],"leveraging":[47],"Learning,":[49],"stakeholders":[50],"can":[51],"collectively":[52],"develop":[53],"accurate":[54],"models":[56],"without":[57],"directly":[58],"sharing":[59],"sensitive":[60],"medical":[61,148],"data,":[62],"ensuring":[63],"both":[64],"privacy":[65,113,132],"accuracy.":[68],"Furthermore,":[69],"proposes":[72],"multi-classification":[74],"method":[77],"enhanced":[78],"blockchain":[80,118],"technology":[81],"to":[82,97],"reinforce":[83],"data":[84,131],"security":[85,134],"privacy.":[87],"Experimental":[88],"results":[89],"demonstrate":[90],"effectiveness":[92],"this":[94],"compared":[96],"centralized":[98],"models,":[99],"showcasing":[100],"comparable":[101],"performance":[102],"in":[103,110,135,147,160],"terms":[104,111],"accuracy":[106],"superior":[108],"achievement":[109],"preservation.":[114],"integration":[116],"into":[119],"framework":[123],"holds":[124],"promise":[125],"robust":[128],"system":[129],"prioritizing":[130],"healthcare":[137,163],"domain.":[138],"innovative":[140],"combination":[141],"not":[142],"only":[143],"advances":[144],"diagnostics":[149],"but":[150],"also":[151],"sets":[152],"forward-looking":[154],"safeguarding":[157],"patient":[158],"information":[159],"today\u2019s":[161],"data-driven":[162],"landscape.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
