{"id":"https://openalex.org/W4388908586","doi":"https://doi.org/10.1007/s11042-023-17642-6","title":"A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism","display_name":"A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism","publication_year":2023,"publication_date":"2023-11-22","ids":{"openalex":"https://openalex.org/W4388908586","doi":"https://doi.org/10.1007/s11042-023-17642-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-17642-6","doi":"https://doi.org/10.1007/s11042-023-17642-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-17642-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.researchsquare.com/article/rs-2073361/latest.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082185496","display_name":"Zeineb Fki","orcid":"https://orcid.org/0000-0002-8731-8833","observed_orcids":["https://orcid.org/0000-0002-8731-8833"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Zeineb Fki","raw_affiliation_strings":["University of Sfax","Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, 3038, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, 3038, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042162788","display_name":"Boudour Ammar","orcid":"https://orcid.org/0000-0002-4934-1573","observed_orcids":["https://orcid.org/0000-0002-4934-1573"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Boudour Ammar","raw_affiliation_strings":["University of Sfax","Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, 3038, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, 3038, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072490031","display_name":"Rahma Fourati","orcid":"https://orcid.org/0000-0001-8783-6895","observed_orcids":["https://orcid.org/0000-0001-8783-6895"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Rahma Fourati","raw_affiliation_strings":["University of Sfax","Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, 3038, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, 3038, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109411824","display_name":"Hela Fendri","orcid":"https://orcid.org/0009-0003-2991-3700","observed_orcids":["https://orcid.org/0009-0003-2991-3700"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I4210110673","display_name":"Hopital Universitaire Hedi Chaker","ror":"https://ror.org/01vqqz948","country_code":"TN","type":"healthcare","lineage":["https://openalex.org/I4210110673"]},{"id":"https://openalex.org/I4404532929","display_name":"Faculty of Medicine of Sfax","ror":"https://ror.org/0053fb273","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784","https://openalex.org/I4404532929"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hela Fendri","raw_affiliation_strings":["University of Sfax","Imaging Department, Hedi Chaker University Hospital, Faculty of Medicine of Sfax, University of Sfax, 3029, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Imaging Department, Hedi Chaker University Hospital, Faculty of Medicine of Sfax, University of Sfax, 3029, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784","https://openalex.org/I4210110673","https://openalex.org/I4404532929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019803925","display_name":"E. Daoued","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB","TN"],"is_corresponding":false,"raw_author_name":"Emna Daoued","raw_affiliation_strings":["University of Sfax","Edinburgh Napier University, eh11 4bn, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Edinburgh Napier University, eh11 4bn, Edinburgh, UK","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103223563","display_name":"Zeineb Mnif","orcid":"https://orcid.org/0000-0003-2763-2844","observed_orcids":["https://orcid.org/0000-0003-2763-2844"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Zeineb Mnif","raw_affiliation_strings":["University of Sfax","Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, 3038, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Research Groups in Intelligent Machines, National Engineering School of Sfax, University of Sfax, 3038, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062211930","display_name":"Amir Hussain","orcid":"https://orcid.org/0000-0002-8080-082X","observed_orcids":["https://orcid.org/0000-0002-8080-082X","https://orcid.org/0000-0002-3716-8013"]},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amir Hussain","raw_affiliation_strings":["Edinburgh Napier University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005469667","display_name":"Mounir Ben Ayed","orcid":"https://orcid.org/0000-0002-0245-2217","observed_orcids":["https://orcid.org/0000-0002-0245-2217"]},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mounir Ben Ayed","raw_affiliation_strings":["University of Sfax"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sfax","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082185496"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":1.0785,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.71180966,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"83","issue":"18","first_page":"54989","last_page":"55009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9970999956130981,"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":0.9970999956130981,"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/T13038","display_name":"Internet of Things and AI","score":0.0003000000142492354,"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/T10616","display_name":"Smart Agriculture and AI","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sars-cov-2-detection","display_name":"COVID-19 detection","score":0.9629999995231628},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9599999785423279},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.8640000224113464},{"id":"https://openalex.org/keywords/regnet","display_name":"RegNet","score":0.8349999785423279},{"id":"https://openalex.org/keywords/channel-attention","display_name":"channel attention","score":0.6039999723434448},{"id":"https://openalex.org/keywords/spatial-attention","display_name":"spatial attention","score":0.9750000238418579},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.6269999742507935},{"id":"https://openalex.org/keywords/disease-diagnosis","display_name":"disease diagnosis","score":0.8799999952316284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9084448218345642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7186369895935059},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.7135753035545349},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6395164132118225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5878016948699951},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5769479870796204},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5734047889709473},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5729435086250305},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.556067168712616},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.513465940952301},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4845275282859802},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.47313442826271057},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.45205989480018616},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4235365092754364},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36350101232528687},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3228413462638855},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-023-17642-6","doi":"https://doi.org/10.1007/s11042-023-17642-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-17642-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"doi:10.21203/rs.3.rs-2073361/v1","doi":"https://doi.org/10.21203/rs.3.rs-2073361/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-2073361/v1","pdf_url":"https://www.researchsquare.com/article/rs-2073361/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.21203/rs.3.rs-2073361/v1","doi":"https://doi.org/10.21203/rs.3.rs-2073361/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-2073361/v1","pdf_url":"https://www.researchsquare.com/article/rs-2073361/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.766700029373169,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G126116281","display_name":null,"funder_award_id":"EP/M026981/1,EP/T021063/1,EP/T024917/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1504366969","display_name":"Natural Language Generation for Low-resource Domains","funder_award_id":"EP/T024917/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2193117753","display_name":"COG-MHEAR: Towards cognitively-inspired 5G-IoT enabled, multi-modal Hearing Aids","funder_award_id":"EP/T021063/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4097937278","display_name":"Towards visually-driven speech enhancement for cognitively-inspired multi-modal hearing-aid devices (AV-COGHEAR)","funder_award_id":"EP/M026981/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388908586.pdf","grobid_xml":"https://content.openalex.org/works/W4388908586.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W1997032551","https://openalex.org/W2095409369","https://openalex.org/W2097117768","https://openalex.org/W2102634410","https://openalex.org/W2117539524","https://openalex.org/W2133564696","https://openalex.org/W2162800060","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2504773918","https://openalex.org/W2506398495","https://openalex.org/W2531409750","https://openalex.org/W2884585870","https://openalex.org/W2886554242","https://openalex.org/W2963446712","https://openalex.org/W3012931235","https://openalex.org/W3013231340","https://openalex.org/W3014337038","https://openalex.org/W3016265891","https://openalex.org/W3017644243","https://openalex.org/W3020653337","https://openalex.org/W3023180050","https://openalex.org/W3023618360","https://openalex.org/W3028095485","https://openalex.org/W3030908197","https://openalex.org/W3032510608","https://openalex.org/W3037096201","https://openalex.org/W3108101399","https://openalex.org/W3114166611","https://openalex.org/W3118434062","https://openalex.org/W3124099916","https://openalex.org/W3125981223","https://openalex.org/W3128721704","https://openalex.org/W3166195577","https://openalex.org/W3168715801","https://openalex.org/W3175411050","https://openalex.org/W3192366145","https://openalex.org/W3193511962","https://openalex.org/W3197433849","https://openalex.org/W3198130786","https://openalex.org/W3198547820","https://openalex.org/W3204073565","https://openalex.org/W3212912762","https://openalex.org/W4200114345","https://openalex.org/W4200115241","https://openalex.org/W4200226120","https://openalex.org/W4205259378","https://openalex.org/W4205267589","https://openalex.org/W4205702875","https://openalex.org/W4205904084","https://openalex.org/W4206485952","https://openalex.org/W4206641693","https://openalex.org/W4207076426","https://openalex.org/W4214860167","https://openalex.org/W4220656052","https://openalex.org/W4220740909","https://openalex.org/W4221064450","https://openalex.org/W4224254448","https://openalex.org/W4280493037","https://openalex.org/W4284958810","https://openalex.org/W4286255699","https://openalex.org/W4288076474","https://openalex.org/W4308483627","https://openalex.org/W4321248148","https://openalex.org/W4391335509","https://openalex.org/W4393818269","https://openalex.org/W6600041127","https://openalex.org/W6927712071","https://openalex.org/W6945099887"],"related_works":["https://openalex.org/W4296923392","https://openalex.org/W4292478137","https://openalex.org/W3165261737","https://openalex.org/W3115255683","https://openalex.org/W4224324059","https://openalex.org/W4385595388","https://openalex.org/W3198421214","https://openalex.org/W4210361996","https://openalex.org/W6967957920","https://openalex.org/W3192840557"],"abstract_inverted_index":{"Abstract":[0],"Background:":[1],"The":[2,13,120],"impact":[3],"of":[4,23,31,35,75,130,216,233],"coronavirus":[5],"(COVID-19)":[6],"pandemic":[7],"on":[8,92,126,140,158,181],"health":[9],"care":[10],"is":[11,104,156,201,225],"universal.":[12],"risks":[14],"resulting":[15],"from":[16,41,72],"emerging":[17],"contagious":[18],"viruses":[19],"and":[20,37,50,58,68,110,114,138,169,175,206],"the":[21,29,53,73,188,214,231],"efficacy":[22],"vaccines":[24],"are":[25,44,70,90,209],"persisting":[26],"due":[27],"to":[28,46,51,108,135,192],"presence":[30],"different":[32,183],"variants.":[33],"Learning":[34],"deeper":[36],"more":[38],"interpretable":[39,234],"models":[40,88],"COVID-19":[42,112,219],"data":[43,137,148],"conducive":[45],"understand":[47],"this":[48,99],"disease":[49],"study":[52],"virus":[54],"spread,":[55],"individual":[56],"diagnosis":[57,215],"may":[59],"be":[60],"other":[61,115,222],"engrossing":[62],"relating":[63],"issues.":[64],"However,":[65],"some":[66],"difficulties":[67],"intricacies":[69],"arising":[71],"scarcity":[74],"precisely":[76],"labelled":[77],"data.":[78,119],"Previous":[79],"works":[80,229],"have":[81],"exploited":[82],"existing":[83],"Deep":[84],"Neural":[85],"Network":[86],"(DNN)":[87],"that":[89,187,203,227],"pre-trained":[91,160],"large":[93],"datasets":[94,185],"like":[95],"ImageNet.":[96],"Method:":[97],"In":[98],"paper,":[100],"a":[101,144,159,193,210],"new":[102],"framework":[103,123],"proposed":[105,122,154,189],"in":[106],"order":[107],"monitor":[109],"predict":[111],"cases":[113],"diseases,":[116],"pursuing":[117],"medical":[118],"currently":[121],"essentially":[124],"relies":[125],"(1)":[127],"an":[128,204],"Internet":[129],"Things":[131],"(IoT)":[132],"processing":[133],"model":[134,146,155,162,190],"collect":[136],"operate":[139],"them":[141],"later,":[142],"(2)":[143],"DNN":[145],"for":[147,196,213],"processing,":[149],"known":[150],"as":[151],"REGATT.":[152],"This":[153],"based":[157],"REGNet":[161],"finely":[163],"tuned":[164],"by":[165],"spatial,":[166],"channel":[167],"ATTention":[168],"convolutional":[170],"layers,":[171],"boosting":[172],"feature":[173],"representation":[174],"discrimination.":[176],"Results:":[177],"Comparative":[178],"experimental":[179],"results":[180],"four":[182],"benchmark":[184],"show":[186],"leads":[191],"promising":[194],"solution":[195,208],"diagnosing":[197],"COVID-19.":[198],"Conclusion:":[199],"It":[200,224],"concluded":[202],"IoT":[205],"DNN-based":[207],"viable":[211],"way":[212],"not":[217],"only":[218],"but":[220],"also":[221],"diseases.":[223],"advisable":[226],"future":[228],"explore":[230],"development":[232],"models.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2023-11-23T00:00:00"}
