{"id":"https://openalex.org/W3188217179","doi":"https://doi.org/10.1109/icc42927.2021.9500351","title":"On COVID-19 Prediction Using Asynchronous Federated Learning-Based Agile Radiograph Screening Booths","display_name":"On COVID-19 Prediction Using Asynchronous Federated Learning-Based Agile Radiograph Screening Booths","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3188217179","doi":"https://doi.org/10.1109/icc42927.2021.9500351","mag":"3188217179"},"language":"en","primary_location":{"id":"doi:10.1109/icc42927.2021.9500351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","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/A5069043595","display_name":"Sadman Sakib","orcid":"https://orcid.org/0000-0003-1922-7531"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sadman Sakib","raw_affiliation_strings":["Department of Computer Science, Lakehead University, Thunder Bay, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Lakehead University, Thunder Bay, Ontario, Canada","institution_ids":["https://openalex.org/I72541430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068882573","display_name":"Mostafa M. Fouda","orcid":"https://orcid.org/0000-0003-1790-8640"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mostafa M. Fouda","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID, USA","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063911030","display_name":"Zubair Md. Fadlullah","orcid":"https://orcid.org/0000-0002-4785-2425"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]},{"id":"https://openalex.org/I4210100115","display_name":"Thunder Bay Regional Research Institute","ror":"https://ror.org/013kbs677","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210100115"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zubair Md Fadlullah","raw_affiliation_strings":["Department of Computer Science, Lakehead University, Thunder Bay, Ontario, Canada","Thunder Bay Regional Health Research Institute (TBRHRI), Thunder Bay, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Lakehead University, Thunder Bay, Ontario, Canada","institution_ids":["https://openalex.org/I72541430"]},{"raw_affiliation_string":"Thunder Bay Regional Health Research Institute (TBRHRI), Thunder Bay, Ontario, Canada","institution_ids":["https://openalex.org/I4210100115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091515770","display_name":"Nidal Nasser","orcid":"https://orcid.org/0000-0002-9532-2074"},"institutions":[{"id":"https://openalex.org/I134359838","display_name":"Alfaisal University","ror":"https://ror.org/00cdrtq48","country_code":"SA","type":"education","lineage":["https://openalex.org/I134359838"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nidal Nasser","raw_affiliation_strings":["College of Engineering, Alfaisal University, KSA"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Alfaisal University, KSA","institution_ids":["https://openalex.org/I134359838"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069043595"],"corresponding_institution_ids":["https://openalex.org/I72541430"],"apc_list":null,"apc_paid":null,"fwci":3.024,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.91765743,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9868000149726868,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7463594675064087},{"id":"https://openalex.org/keywords/chest-radiograph","display_name":"Chest radiograph","score":0.7037656307220459},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6727702021598816},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.5442892909049988},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5379498600959778},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5320777893066406},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.5028476119041443},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4493817985057831},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4112429618835449},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3519400954246521},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22117668390274048},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20184195041656494},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.16293776035308838},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12068584561347961}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7463594675064087},{"id":"https://openalex.org/C2781137159","wikidata":"https://www.wikidata.org/wiki/Q1283318","display_name":"Chest radiograph","level":3,"score":0.7037656307220459},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6727702021598816},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.5442892909049988},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5379498600959778},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5320777893066406},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.5028476119041443},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4493817985057831},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4112429618835449},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3519400954246521},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22117668390274048},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20184195041656494},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.16293776035308838},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12068584561347961},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"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/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc42927.2021.9500351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2901369892","https://openalex.org/W2947730823","https://openalex.org/W3007964452","https://openalex.org/W3012327600","https://openalex.org/W3015983999","https://openalex.org/W3016083407","https://openalex.org/W3017855299","https://openalex.org/W3027895280","https://openalex.org/W3037810051","https://openalex.org/W3059813204","https://openalex.org/W3083753334","https://openalex.org/W3091282141","https://openalex.org/W3162351260","https://openalex.org/W6759387332","https://openalex.org/W6779852656","https://openalex.org/W6795304270"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W3022270872","https://openalex.org/W2025593094","https://openalex.org/W2584231425","https://openalex.org/W2656997359","https://openalex.org/W4241643913","https://openalex.org/W4255971525","https://openalex.org/W2042919702","https://openalex.org/W2241350146"],"abstract_inverted_index":{"To":[0,77],"combat":[1],"the":[2,7,12,22,25,40,49,57,61,70,115,118,128,136,155],"novel":[3],"coronavirus":[4],"(COVID-19)":[5],"spread,":[6],"adoption":[8],"of":[9,14,28,42,60,69,117,157],"technologies":[10],"including":[11],"Internet":[13],"Things":[15],"(IoT)":[16],"and":[17,31,45,65,104,138,163],"deep":[18,32,139],"learning":[19,33,88,131],"is":[20,51,161],"on":[21,151],"rise.":[23],"However,":[24],"seamless":[26],"integration":[27],"IoT":[29],"devices":[30],"models":[34],"for":[35,90],"radiograph":[36,63,94,120],"detection":[37],"to":[38,53],"identify":[39],"presence":[41],"glass":[43],"opacities":[44],"other":[46,66],"features":[47],"in":[48,81],"lung":[50],"yet":[52],"be":[54,148],"envisioned.":[55],"Moreover,":[56],"privacy":[58],"issue":[59],"collected":[62],"data":[64,68],"health":[67],"patients":[71],"has":[72],"also":[73],"arisen":[74],"much":[75],"concern.":[76],"address":[78],"these":[79],"challenges,":[80],"this":[82],"paper,":[83],"we":[84],"envision":[85],"a":[86,102,152],"federated":[87,130],"model":[89,113,132,140],"COVID-19":[91],"prediction":[92],"from":[93],"images":[95],"acquired":[96,119],"by":[97,121,133],"an":[98],"X-ray":[99],"device":[100],"within":[101],"mobile":[103],"deployable":[105],"screening":[106],"resource":[107],"booth":[108],"node":[109],"(RBN).":[110],"Our":[111],"envisioned":[112,159],"permits":[114],"privacy-preservation":[116],"performing":[122],"localized":[123],"learning.":[124],"We":[125],"further":[126],"customize":[127],"proposed":[129],"asynchronously":[134],"updating":[135],"shallow":[137],"parameters":[141],"so":[142],"that":[143],"precious":[144],"communication":[145],"bandwidth":[146],"can":[147],"spared.":[149],"Based":[150],"real":[153],"dataset,":[154],"effectiveness":[156],"our":[158],"approach":[160],"demonstrated":[162],"compared":[164],"with":[165],"baseline":[166],"methods.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}