{"id":"https://openalex.org/W3120257183","doi":"https://doi.org/10.1007/s10489-020-02102-7","title":"Intelligent system for COVID-19 prognosis: a state-of-the-art survey","display_name":"Intelligent system for COVID-19 prognosis: a state-of-the-art survey","publication_year":2021,"publication_date":"2021-01-06","ids":{"openalex":"https://openalex.org/W3120257183","doi":"https://doi.org/10.1007/s10489-020-02102-7","mag":"3120257183","pmid":"https://pubmed.ncbi.nlm.nih.gov/34764577"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-020-02102-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-020-02102-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-020-02102-7.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10489-020-02102-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084502652","display_name":"Janmenjoy Nayak","orcid":"https://orcid.org/0000-0002-9746-6557"},"institutions":[{"id":"https://openalex.org/I4210145126","display_name":"Aditya Birla (India)","ror":"https://ror.org/03pztks36","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210145126"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Janmenjoy Nayak","raw_affiliation_strings":["Department of Computer Science and Engineering, Aditya Institute of Technology and Management (AITAM), K Kotturu, Tekkali, AP 532201 India","Department of Computer Science and Engineering, Aditya Institute of Technology and Management (AITAM), K Kotturu, Tekkali, AP, 532201, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Aditya Institute of Technology and Management (AITAM), K Kotturu, Tekkali, AP 532201 India","institution_ids":["https://openalex.org/I4210145126"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Aditya Institute of Technology and Management (AITAM), K Kotturu, Tekkali, AP, 532201, India","institution_ids":["https://openalex.org/I4210145126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044832580","display_name":"Bighnaraj Naik","orcid":"https://orcid.org/0000-0002-9761-8389"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bighnaraj Naik","raw_affiliation_strings":["Department of Computer Application, Veer Surendra Sai University of Technology, Burla, Odisha 768018 India","Department of Computer Application, Veer Surendra Sai University of Technology, Burla, Odisha, 768018, India"],"raw_orcid":"https://orcid.org/0000-0002-9761-8389","affiliations":[{"raw_affiliation_string":"Department of Computer Application, Veer Surendra Sai University of Technology, Burla, Odisha 768018 India","institution_ids":["https://openalex.org/I185065464"]},{"raw_affiliation_string":"Department of Computer Application, Veer Surendra Sai University of Technology, Burla, Odisha, 768018, India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Paidi Dinesh","orcid":null},"institutions":[{"id":"https://openalex.org/I510634243","display_name":"Sri Siddhartha Medical College","ror":"https://ror.org/01zemh668","country_code":"IN","type":"education","lineage":["https://openalex.org/I4403386631","https://openalex.org/I510634243"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Paidi Dinesh","raw_affiliation_strings":["Department of Computer Science and Engineering, Sri Sivani College of Engineering, Srikakulam, AP 532402 India","Department of Computer Science and Engineering, Sri Sivani College of Engineering, Srikakulam, AP, 532402, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sri Sivani College of Engineering, Srikakulam, AP 532402 India","institution_ids":["https://openalex.org/I510634243"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Sri Sivani College of Engineering, Srikakulam, AP, 532402, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028446881","display_name":"Kanithi Vakula","orcid":"https://orcid.org/0000-0003-2145-0732"},"institutions":[{"id":"https://openalex.org/I510634243","display_name":"Sri Siddhartha Medical College","ror":"https://ror.org/01zemh668","country_code":"IN","type":"education","lineage":["https://openalex.org/I4403386631","https://openalex.org/I510634243"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kanithi Vakula","raw_affiliation_strings":["Department of Computer Science and Engineering, Sri Sivani College of Engineering, Srikakulam, AP 532402 India","Department of Computer Science and Engineering, Sri Sivani College of Engineering, Srikakulam, AP, 532402, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sri Sivani College of Engineering, Srikakulam, AP 532402 India","institution_ids":["https://openalex.org/I510634243"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Sri Sivani College of Engineering, Srikakulam, AP, 532402, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081212525","display_name":"B. Kameswara Rao","orcid":"https://orcid.org/0000-0002-2792-2385"},"institutions":[{"id":"https://openalex.org/I4210145126","display_name":"Aditya Birla (India)","ror":"https://ror.org/03pztks36","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210145126"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Kameswara Rao","raw_affiliation_strings":["Department of Computer Science and Engineering, Aditya Institute of Technology and Management (AITAM), K Kotturu, Tekkali, AP 532201 India","Department of Computer Science and Engineering, Aditya Institute of Technology and Management (AITAM), K Kotturu, Tekkali, AP, 532201, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Aditya Institute of Technology and Management (AITAM), K Kotturu, Tekkali, AP 532201 India","institution_ids":["https://openalex.org/I4210145126"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Aditya Institute of Technology and Management (AITAM), K Kotturu, Tekkali, AP, 532201, India","institution_ids":["https://openalex.org/I4210145126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069969191","display_name":"Weiping Ding","orcid":"https://orcid.org/0000-0002-3180-7347"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiping Ding","raw_affiliation_strings":["School of Information Science and Technology, Nantong University, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031347642","display_name":"Danilo Pelusi","orcid":"https://orcid.org/0000-0003-0889-278X"},"institutions":[{"id":"https://openalex.org/I124326101","display_name":"University of Teramo","ror":"https://ror.org/01yetye73","country_code":"IT","type":"education","lineage":["https://openalex.org/I124326101"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Danilo Pelusi","raw_affiliation_strings":["Faculty of Communication Sciences, University of Teramo, Coste Sant&#39, Agostino Campus, Teramo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Communication Sciences, University of Teramo, Coste Sant&#39, Agostino Campus, Teramo, Italy","institution_ids":["https://openalex.org/I124326101"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5044832580"],"corresponding_institution_ids":["https://openalex.org/I185065464"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":6.6846,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.97427495,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"51","issue":"5","first_page":"2908","last_page":"2938"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9807999730110168,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9718000292778015,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.771679162979126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6886671781539917},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6046232581138611},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4602877199649811},{"id":"https://openalex.org/keywords/outbreak","display_name":"Outbreak","score":0.4521888792514801},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45068731904029846},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.438109427690506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4197329580783844},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4178234934806824},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.326944500207901},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.1829499900341034},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15137454867362976}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.771679162979126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6886671781539917},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6046232581138611},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4602877199649811},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.4521888792514801},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45068731904029846},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.438109427690506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4197329580783844},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4178234934806824},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.326944500207901},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.1829499900341034},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15137454867362976},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"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/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"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/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10489-020-02102-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-020-02102-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-020-02102-7.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},{"id":"pmid:34764577","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34764577","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied intelligence (Dordrecht, Netherlands)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7786871","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7786871","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Appl Intell (Dordr)","raw_type":"Text"},{"id":"pmh:oai:research.unite.it:11575/111749","is_oa":false,"landing_page_url":"http://hdl.handle.net/11575/111749","pdf_url":null,"source":{"id":"https://openalex.org/S4306401171","display_name":"UniTERAMO Research Catalog (University of Teramo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124326101","host_organization_name":"University of Teramo","host_organization_lineage":["https://openalex.org/I124326101"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10489-020-02102-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-020-02102-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-020-02102-7.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7799999713897705,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3120257183.pdf","grobid_xml":"https://content.openalex.org/works/W3120257183.grobid-xml"},"referenced_works_count":127,"referenced_works":["https://openalex.org/W1764143935","https://openalex.org/W2045578677","https://openalex.org/W2097571064","https://openalex.org/W2157342552","https://openalex.org/W2163922914","https://openalex.org/W2219558388","https://openalex.org/W2607941059","https://openalex.org/W2788633781","https://openalex.org/W2900954917","https://openalex.org/W2913820390","https://openalex.org/W2999318660","https://openalex.org/W3000834295","https://openalex.org/W3004874934","https://openalex.org/W3007104434","https://openalex.org/W3007497549","https://openalex.org/W3008401431","https://openalex.org/W3009800457","https://openalex.org/W3010664408","https://openalex.org/W3010702679","https://openalex.org/W3010921212","https://openalex.org/W3011720871","https://openalex.org/W3012916860","https://openalex.org/W3013056994","https://openalex.org/W3013601031","https://openalex.org/W3013633552","https://openalex.org/W3013758358","https://openalex.org/W3014361272","https://openalex.org/W3014725478","https://openalex.org/W3014847768","https://openalex.org/W3016488464","https://openalex.org/W3017141460","https://openalex.org/W3017403618","https://openalex.org/W3017644243","https://openalex.org/W3017855299","https://openalex.org/W3019119825","https://openalex.org/W3019186020","https://openalex.org/W3019531985","https://openalex.org/W3021001507","https://openalex.org/W3021622280","https://openalex.org/W3021654843","https://openalex.org/W3021829213","https://openalex.org/W3021871585","https://openalex.org/W3022163878","https://openalex.org/W3022787740","https://openalex.org/W3023402713","https://openalex.org/W3023594394","https://openalex.org/W3024801014","https://openalex.org/W3025352604","https://openalex.org/W3025576489","https://openalex.org/W3025953162","https://openalex.org/W3026024149","https://openalex.org/W3026931681","https://openalex.org/W3027682070","https://openalex.org/W3027763298","https://openalex.org/W3028070348","https://openalex.org/W3029443997","https://openalex.org/W3030109869","https://openalex.org/W3030419021","https://openalex.org/W3030621456","https://openalex.org/W3030835410","https://openalex.org/W3031443331","https://openalex.org/W3031759249","https://openalex.org/W3031876060","https://openalex.org/W3032017599","https://openalex.org/W3032935427","https://openalex.org/W3033616466","https://openalex.org/W3034560014","https://openalex.org/W3034711653","https://openalex.org/W3035740374","https://openalex.org/W3036309913","https://openalex.org/W3036552116","https://openalex.org/W3036674813","https://openalex.org/W3037163353","https://openalex.org/W3037538421","https://openalex.org/W3037662149","https://openalex.org/W3038003980","https://openalex.org/W3038060658","https://openalex.org/W3038197756","https://openalex.org/W3038744550","https://openalex.org/W3038821093","https://openalex.org/W3038925693","https://openalex.org/W3039033741","https://openalex.org/W3039137888","https://openalex.org/W3039347467","https://openalex.org/W3039545596","https://openalex.org/W3039563973","https://openalex.org/W3040124377","https://openalex.org/W3040299034","https://openalex.org/W3041463877","https://openalex.org/W3041467169","https://openalex.org/W3041809298","https://openalex.org/W3042081405","https://openalex.org/W3042239862","https://openalex.org/W3042316884","https://openalex.org/W3042426630","https://openalex.org/W3042796256","https://openalex.org/W3043063562","https://openalex.org/W3043119625","https://openalex.org/W3043505424","https://openalex.org/W3043858811","https://openalex.org/W3044240928","https://openalex.org/W3045229273","https://openalex.org/W3045460727","https://openalex.org/W3046663788","https://openalex.org/W3046978353","https://openalex.org/W3047268902","https://openalex.org/W3070886816","https://openalex.org/W3080302512","https://openalex.org/W3080406710","https://openalex.org/W3082484031","https://openalex.org/W3082801331","https://openalex.org/W3083972167","https://openalex.org/W3088708285","https://openalex.org/W3089924158","https://openalex.org/W3090021657","https://openalex.org/W3092055951","https://openalex.org/W3092142868","https://openalex.org/W3104810384","https://openalex.org/W3105282616","https://openalex.org/W3105951585","https://openalex.org/W3111353854","https://openalex.org/W3127836793","https://openalex.org/W3159001838","https://openalex.org/W4205886613","https://openalex.org/W4206437630","https://openalex.org/W4233790983","https://openalex.org/W4254724700"],"related_works":["https://openalex.org/W2373635223","https://openalex.org/W2412355096","https://openalex.org/W1990012352","https://openalex.org/W2431766951","https://openalex.org/W4385969441","https://openalex.org/W127458931","https://openalex.org/W2362266265","https://openalex.org/W3028429280","https://openalex.org/W2557977292","https://openalex.org/W3096227606"],"abstract_inverted_index":{"This":[0],"21st":[1],"century":[2],"is":[3,101,231],"notable":[4],"for":[5,49,72,109,189,193,245,276,297,312],"experiencing":[6],"so":[7],"many":[8],"disturbances":[9],"at":[10],"economic,":[11],"social,":[12],"cultural,":[13],"and":[14,63,90,104,128,154,163,168,175,217,243,252,272,285,314,318],"political":[15],"levels":[16],"in":[17,95,178,207,219,257,265,293,305],"the":[18,41,57,69,97,102,140,143,171,194,208,235,250,258,263,266,280,286,295,310],"entire":[19],"world.":[20],"The":[21,225],"outbreak":[22,47,223],"of":[23,37,99,106,142,149,173,196,210,237,254,260,268,270,282,288],"novel":[24],"corona":[25],"virus":[26],"2019":[27],"(COVID-19)":[28],"has":[29,204],"been":[30,157,205],"treated":[31],"as":[32,79,81,111,113,185,214,241],"a":[33,115,121,131,146,186,201],"Public":[34],"Health":[35,43],"crisis":[36],"global":[38],"Concern":[39],"by":[40,54,88,159],"World":[42],"Organization":[44],"(WHO).":[45],"Various":[46],"models":[48],"COVID-19":[50,73,100,221,246,277,306],"are":[51,125,183],"being":[52,126],"utilized":[53],"researchers":[55,89,311],"throughout":[56],"world":[58],"to":[59,233,299,308,325],"get":[60],"well-versed":[61],"decisions":[62],"impose":[64],"significant":[65],"control":[66],"measures.":[67],"Amid":[68],"standard":[70],"methods":[71,83,256,275],"worldwide":[74],"epidemic":[75],"prediction,":[76],"easy":[77],"statistical,":[78],"well":[80,112],"epidemiological":[82],"have":[84,156,170],"got":[85],"more":[86],"consideration":[87],"authorities.":[91],"One":[92],"main":[93,226],"difficulty":[94],"controlling":[96],"spreading":[98],"inadequacy":[103],"lack":[105],"medical":[107,144],"tests":[108],"detecting":[110],"identifying":[114,174],"solution.":[116],"To":[117,137],"solve":[118],"this":[119,199,229],"problem,":[120],"few":[122],"statistical-based":[123],"advances":[124],"enhanced":[127],"turn":[129],"into":[130],"partial":[132],"resolution":[133],"up-to":[134],"some":[135,302],"level.":[136],"deal":[138],"with":[139,291],"challenges":[141,292,304],"field,":[145],"broad":[147],"range":[148],"intelligent":[150,211,238],"based":[151],"methods,":[152],"frameworks,":[153],"equipment":[155],"recommended":[158],"Machine":[160],"Learning":[161],"(ML)":[162],"Deep":[164],"Learning.":[165],"As":[166],"ML":[167,242,271,274],"DL":[169,216,244],"ability":[172],"predicting":[176],"patterns":[177],"complex":[179],"large":[180],"datasets,":[181],"they":[182],"recognized":[184],"suitable":[187],"procedure":[188],"producing":[190],"effective":[191],"solutions":[192],"diagnosis":[195],"COVID-19.":[197,326],"In":[198],"paper,":[200],"perspective":[202],"research":[203,319],"conducted":[206],"applicability":[209],"systems":[212],"such":[213,240],"ML,":[215],"others":[218],"solving":[220],"related":[222],"issues.":[224],"intention":[227],"behind":[228],"study":[230],"(i)":[232],"understand":[234],"importance":[236],"approaches":[239],"pandemic,":[247],"(ii)":[248],"discussing":[249],"efficiency":[251],"impact":[253,281],"these":[255],"prognosis":[259,307],"COVID-19,":[261],"(iii)":[262],"growth":[264],"development":[267],"type":[269],"advanced":[273],"prognosis,(iv)":[278],"analyzing":[279],"data":[283,289,296],"types":[284],"nature":[287],"along":[290],"processing":[294],"COVID-19,(v)":[298],"focus":[300],"on":[301,320],"future":[303],"inspire":[309],"innovating":[313],"enhancing":[315],"their":[316],"knowledge":[317],"other":[321],"impacted":[322],"sectors":[323],"due":[324]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":13}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}