{"id":"https://openalex.org/W4388540660","doi":"https://doi.org/10.3389/frai.2023.1266560","title":"COVID-19 and beyond: leveraging artificial intelligence for enhanced outbreak control","display_name":"COVID-19 and beyond: leveraging artificial intelligence for enhanced outbreak control","publication_year":2023,"publication_date":"2023-11-08","ids":{"openalex":"https://openalex.org/W4388540660","doi":"https://doi.org/10.3389/frai.2023.1266560","pmid":"https://pubmed.ncbi.nlm.nih.gov/38028660"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2023.1266560","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2023.1266560","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1266560/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1266560/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065060360","display_name":"Faiza Farhat","orcid":"https://orcid.org/0000-0002-1310-1586"},"institutions":[{"id":"https://openalex.org/I171210897","display_name":"Aligarh Muslim University","ror":"https://ror.org/03kw9gc02","country_code":"IN","type":"education","lineage":["https://openalex.org/I171210897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Faiza Farhat","raw_affiliation_strings":["Department of Zoology, Aligarh Muslim University, Aligarh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Zoology, Aligarh Muslim University, Aligarh, India","institution_ids":["https://openalex.org/I171210897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048270460","display_name":"Shahab Saquib Sohail","orcid":"https://orcid.org/0000-0002-5944-7371"},"institutions":[{"id":"https://openalex.org/I19716509","display_name":"Jamia Hamdard","ror":"https://ror.org/03dwxvb85","country_code":"IN","type":"education","lineage":["https://openalex.org/I19716509"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shahab Saquib Sohail","raw_affiliation_strings":["Department of Computer Science and Engineering, Jamia Hamdard, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jamia Hamdard, New Delhi, India","institution_ids":["https://openalex.org/I19716509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027864997","display_name":"Mohammed Talha Alam","orcid":null},"institutions":[{"id":"https://openalex.org/I19716509","display_name":"Jamia Hamdard","ror":"https://ror.org/03dwxvb85","country_code":"IN","type":"education","lineage":["https://openalex.org/I19716509"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohammed Talha Alam","raw_affiliation_strings":["Department of Computer Science and Engineering, Jamia Hamdard, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jamia Hamdard, New Delhi, India","institution_ids":["https://openalex.org/I19716509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065633863","display_name":"Syed Ubaid","orcid":"https://orcid.org/0000-0001-8629-8757"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Syed Ubaid","raw_affiliation_strings":["Faculty of Electronic and Information Technology, Warsaw University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronic and Information Technology, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067831892","display_name":"Shakil","orcid":null},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Shakil","raw_affiliation_strings":["Faculty of Electronic and Information Technology, Warsaw University of Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronic and Information Technology, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056976132","display_name":"Mohd Ashhad","orcid":null},"institutions":[{"id":"https://openalex.org/I19716509","display_name":"Jamia Hamdard","ror":"https://ror.org/03dwxvb85","country_code":"IN","type":"education","lineage":["https://openalex.org/I19716509"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohd Ashhad","raw_affiliation_strings":["Department of Computer Science and Engineering, Jamia Hamdard, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jamia Hamdard, New Delhi, India","institution_ids":["https://openalex.org/I19716509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048486241","display_name":"Dag \u00d8ivind Madsen","orcid":"https://orcid.org/0000-0001-8735-3332"},"institutions":[{"id":"https://openalex.org/I2801380234","display_name":"University of South-Eastern Norway","ror":"https://ror.org/05ecg5h20","country_code":"NO","type":"education","lineage":["https://openalex.org/I2801380234"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Dag \u00d8ivind Madsen","raw_affiliation_strings":["USN School of Business, University of South-Eastern Norway, H\u00f8nefoss, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USN School of Business, University of South-Eastern Norway, H\u00f8nefoss, Norway","institution_ids":["https://openalex.org/I2801380234"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5048270460","https://openalex.org/A5048486241"],"corresponding_institution_ids":["https://openalex.org/I19716509","https://openalex.org/I2801380234"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":3.3477,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.92733886,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"1266560","last_page":"1266560"},"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":0.9955000281333923,"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/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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":0.7491540312767029},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.7069247961044312},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6037244200706482},{"id":"https://openalex.org/keywords/outbreak","display_name":"Outbreak","score":0.5382599234580994},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.5307068228721619},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.49655061960220337},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4794867932796478},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.4559602737426758},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4543617367744446},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.4414829909801483},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.4396820366382599},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.4385341703891754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4177221357822418},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.28040194511413574},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2606678605079651},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14488893747329712},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.14038825035095215},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.09443995356559753}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7491540312767029},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.7069247961044312},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6037244200706482},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.5382599234580994},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.5307068228721619},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.49655061960220337},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4794867932796478},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.4559602737426758},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4543617367744446},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.4414829909801483},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.4396820366382599},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.4385341703891754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4177221357822418},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.28040194511413574},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2606678605079651},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14488893747329712},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.14038825035095215},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.09443995356559753},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/frai.2023.1266560","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2023.1266560","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1266560/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:38028660","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38028660","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":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:openarchive.usn.no:11250/3110419","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3110419","pdf_url":"https://openarchive.usn.no/usn-xmlui/bitstream/11250/3110419/1/frai-06-1266560.pdf","source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"6","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:pubmedcentral.nih.gov:10663297","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10663297","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10663297/pdf/frai-06-1266560.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Artif Intell","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:4e070484b98e495d9faf92869b2869b6","is_oa":true,"landing_page_url":"https://doaj.org/article/4e070484b98e495d9faf92869b2869b6","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":"Frontiers in Artificial Intelligence, Vol 6 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/frai.2023.1266560","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2023.1266560","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2023.1266560/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388540660.pdf"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W2138324310","https://openalex.org/W2319224732","https://openalex.org/W2469040304","https://openalex.org/W2973136302","https://openalex.org/W3001897055","https://openalex.org/W3004239190","https://openalex.org/W3004919484","https://openalex.org/W3005272159","https://openalex.org/W3010699833","https://openalex.org/W3010931892","https://openalex.org/W3011032288","https://openalex.org/W3012189167","https://openalex.org/W3012809581","https://openalex.org/W3012994592","https://openalex.org/W3013019084","https://openalex.org/W3013649595","https://openalex.org/W3013758358","https://openalex.org/W3015218641","https://openalex.org/W3016966855","https://openalex.org/W3017644243","https://openalex.org/W3018629831","https://openalex.org/W3020264722","https://openalex.org/W3022122691","https://openalex.org/W3025504737","https://openalex.org/W3027907822","https://openalex.org/W3028898078","https://openalex.org/W3030259932","https://openalex.org/W3030738016","https://openalex.org/W3035592557","https://openalex.org/W3035619533","https://openalex.org/W3035986928","https://openalex.org/W3036309913","https://openalex.org/W3040344368","https://openalex.org/W3041006163","https://openalex.org/W3041608683","https://openalex.org/W3042316884","https://openalex.org/W3048123412","https://openalex.org/W3048749423","https://openalex.org/W3048834264","https://openalex.org/W3049310425","https://openalex.org/W3049695387","https://openalex.org/W3081052435","https://openalex.org/W3089127032","https://openalex.org/W3091978650","https://openalex.org/W3093028463","https://openalex.org/W3093117677","https://openalex.org/W3105081694","https://openalex.org/W3106916845","https://openalex.org/W3108188592","https://openalex.org/W3112496205","https://openalex.org/W3116318880","https://openalex.org/W3120117568","https://openalex.org/W3128585438","https://openalex.org/W3132455321","https://openalex.org/W3135531566","https://openalex.org/W3139379779","https://openalex.org/W3159895602","https://openalex.org/W3165182831","https://openalex.org/W3168790919","https://openalex.org/W3175540389","https://openalex.org/W3209594828","https://openalex.org/W3216294524","https://openalex.org/W4205392594","https://openalex.org/W4205495647","https://openalex.org/W4206413185","https://openalex.org/W4206623586","https://openalex.org/W4214650485","https://openalex.org/W4225895431","https://openalex.org/W4245774281","https://openalex.org/W4286449567","https://openalex.org/W4313582012","https://openalex.org/W4315498026","https://openalex.org/W4318054849","https://openalex.org/W4323667182","https://openalex.org/W4364322652","https://openalex.org/W4366425746","https://openalex.org/W4380992395","https://openalex.org/W4381334582","https://openalex.org/W4385326999","https://openalex.org/W4385494594","https://openalex.org/W4385816644","https://openalex.org/W6775352234"],"related_works":["https://openalex.org/W4200329650","https://openalex.org/W3127156785","https://openalex.org/W3009669391","https://openalex.org/W4206669628","https://openalex.org/W4205317059","https://openalex.org/W3005417802","https://openalex.org/W3084498529","https://openalex.org/W4226296940","https://openalex.org/W3036314732","https://openalex.org/W3134376730"],"abstract_inverted_index":{"COVID-19":[0,79],"has":[1,43,64,95,110,134],"brought":[2],"significant":[3,67],"changes":[4],"to":[5,90,120,152],"our":[6,40],"political,":[7],"social,":[8],"and":[9,17,23,80,88,99,123,128],"technological":[10],"landscape.":[11],"This":[12],"paper":[13],"explores":[14],"the":[15,21,26,37,49,54,70,92,139,146,154],"emergence":[16],"global":[18],"spread":[19],"of":[20,28,39,48,53,145,156],"disease":[22],"focuses":[24],"on":[25,78],"role":[27],"Artificial":[29],"Intelligence":[30],"(AI)":[31],"in":[32,82,137,159],"containing":[33],"its":[34,100,114],"transmission.":[35],"To":[36],"best":[38],"knowledge,":[41],"there":[42],"been":[44,135],"no":[45],"scientific":[46],"presentation":[47],"early":[50],"pictorial":[51],"representation":[52],"disease's":[55],"spread.":[56],"Additionally,":[57],"we":[58,126],"outline":[59],"various":[60],"domains":[61],"where":[62,132],"AI":[63,81,94,109,133],"made":[65],"a":[66],"impact":[68],"during":[69],"pandemic.":[71,147],"Our":[72],"methodology":[73],"involves":[74],"searching":[75],"relevant":[76],"articles":[77],"leading":[83],"databases":[84],"such":[85],"as":[86],"PubMed":[87],"Scopus":[89],"identify":[91,129],"ways":[93,151],"addressed":[96],"pandemic-related":[97],"challenges":[98],"potential":[101,115],"for":[102],"further":[103],"assistance.":[104],"While":[105],"research":[106],"suggests":[107],"that":[108],"not":[111],"fully":[112],"realized":[113],"against":[116,141],"COVID-19,":[117],"likely":[118],"due":[119],"data":[121],"quality":[122],"diversity":[124],"limitations,":[125],"review":[127],"key":[130],"areas":[131],"crucial":[136],"preparing":[138],"fight":[140],"any":[142],"sudden":[143],"outbreak":[144],"We":[148],"also":[149],"propose":[150],"maximize":[153],"utilization":[155],"AI's":[157],"capabilities":[158],"this":[160],"regard.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}