{"id":"https://openalex.org/W3080145708","doi":"https://doi.org/10.3390/jpm11090889","title":"COVID-19 Pandemic Outbreak in the Subcontinent: A Data Driven Analysis","display_name":"COVID-19 Pandemic Outbreak in the Subcontinent: A Data Driven Analysis","publication_year":2021,"publication_date":"2021-09-07","ids":{"openalex":"https://openalex.org/W3080145708","doi":"https://doi.org/10.3390/jpm11090889","mag":"3080145708","pmid":"https://pubmed.ncbi.nlm.nih.gov/34575666"},"language":"en","primary_location":{"id":"doi:10.3390/jpm11090889","doi":"https://doi.org/10.3390/jpm11090889","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jpm11090889","pdf_url":"https://www.mdpi.com/2075-4426/11/9/889/pdf?version=1631004525","source":{"id":"https://openalex.org/S2736780684","display_name":"Journal of Personalized Medicine","issn_l":"2075-4426","issn":["2075-4426"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Personalized Medicine","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-4426/11/9/889/pdf?version=1631004525","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004106613","display_name":"Bikash Chandra Singh","orcid":"https://orcid.org/0000-0002-2870-8137","observed_orcids":["https://orcid.org/0000-0002-2870-8137"]},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD","HK"],"is_corresponding":false,"raw_author_name":"Bikash Chandra Singh","raw_affiliation_strings":["Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong","Department of Information and Communication Technology, Islamic University, Kushtia 7003, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-2870-8137","affiliations":[{"raw_affiliation_string":"Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Department of Information and Communication Technology, Islamic University, Kushtia 7003, Bangladesh","institution_ids":["https://openalex.org/I40279923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082090877","display_name":"Zulfikar Alom","orcid":"https://orcid.org/0000-0002-4073-0476","observed_orcids":["https://orcid.org/0000-0002-4073-0476"]},"institutions":[{"id":"https://openalex.org/I146966710","display_name":"Asian University for Women","ror":"https://ror.org/01wp52t96","country_code":"BD","type":"education","lineage":["https://openalex.org/I146966710"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Zulfikar Alom","raw_affiliation_strings":["Department of Computer Science, Asian University for Women (AUW), Chattagram 4000, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Asian University for Women (AUW), Chattagram 4000, Bangladesh","institution_ids":["https://openalex.org/I146966710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051088560","display_name":"Haibo Hu","orcid":"https://orcid.org/0000-0002-9008-2112","observed_orcids":["https://orcid.org/0000-0002-9008-2112"]},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haibo Hu","raw_affiliation_strings":["Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019613504","display_name":"Mohammad Muntasir Rahman","orcid":"https://orcid.org/0000-0003-2233-9251","observed_orcids":["https://orcid.org/0000-0003-2233-9251"]},"institutions":[{"id":"https://openalex.org/I40279923","display_name":"Islamic University","ror":"https://ror.org/04j1w0q97","country_code":"BD","type":"education","lineage":["https://openalex.org/I40279923"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammad Muntasir Rahman","raw_affiliation_strings":["Department of Computer Science and Engineering, Islamic University, Kushtia 7003, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-2233-9251","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Islamic University, Kushtia 7003, Bangladesh","institution_ids":["https://openalex.org/I40279923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017912094","display_name":"Mrinal Kanti Baowaly","orcid":"https://orcid.org/0000-0002-8735-0139","observed_orcids":["https://orcid.org/0000-0002-8735-0139"]},"institutions":[{"id":"https://openalex.org/I132877587","display_name":"Gopalganj Science and Technology University","ror":"https://ror.org/011xjpe74","country_code":"BD","type":"education","lineage":["https://openalex.org/I132877587"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mrinal Kanti Baowaly","raw_affiliation_strings":["Department of Computer Science and Engineering, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-8735-0139","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj 8100, Bangladesh","institution_ids":["https://openalex.org/I132877587"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zeyar Aung","orcid":"https://orcid.org/0000-0001-5990-9305","observed_orcids":["https://orcid.org/0000-0001-5990-9305"]},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Zeyar Aung","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi 127788, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-5990-9305","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi 127788, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014109075","display_name":"Mohammad Abdul Azim","orcid":"https://orcid.org/0000-0001-5529-9482","observed_orcids":["https://orcid.org/0000-0001-5529-9482"]},"institutions":[{"id":"https://openalex.org/I146966710","display_name":"Asian University for Women","ror":"https://ror.org/01wp52t96","country_code":"BD","type":"education","lineage":["https://openalex.org/I146966710"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammad Abdul Azim","raw_affiliation_strings":["Department of Computer Science, Asian University for Women (AUW), Chattagram 4000, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0001-5529-9482","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Asian University for Women (AUW), Chattagram 4000, Bangladesh","institution_ids":["https://openalex.org/I146966710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034828056","display_name":"Mohammad Ali Moni","orcid":"https://orcid.org/0000-0003-0756-1006","observed_orcids":["https://orcid.org/0000-0003-0756-1006","https://orcid.org/0000-0002-5696-2802","https://orcid.org/0000-0002-6874-5143"]},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohammad Ali Moni","raw_affiliation_strings":["School of Health and Rehabilitation Sciences, Faculty of Health and Behavioural Sciences, The University of Queensland, St. Lucia, QLD 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Health and Rehabilitation Sciences, Faculty of Health and Behavioural Sciences, The University of Queensland, St. Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1800,"currency":"CHF","value_usd":1944},"apc_paid":{"value":1800,"currency":"CHF","value_usd":1944},"fwci":0.0952,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40367681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"11","issue":"9","first_page":"889","last_page":"889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T13032","display_name":"COVID-19 Prevention and Impact","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/covid-19","display_name":"COVID-19 pandemic","score":0.996999979019165},{"id":"https://openalex.org/keywords/sars-cov-2","display_name":"SARS-CoV-2","score":0.9819999933242798},{"id":"https://openalex.org/keywords/reproduction-number","display_name":"reproduction number","score":0.7329999804496765},{"id":"https://openalex.org/keywords/epidemic-forecasting","display_name":"epidemic forecasting","score":0.6179999709129333},{"id":"https://openalex.org/keywords/sir-model","display_name":"SIR model","score":0.777999997138977},{"id":"https://openalex.org/keywords/exponential-growth-model","display_name":"exponential growth model","score":0.972000002861023},{"id":"https://openalex.org/keywords/maximum-likelihood-estimation","display_name":"maximum likelihood estimation","score":0.8629999756813049},{"id":"https://openalex.org/keywords/time-dependent-reproduction-number","display_name":"time-dependent reproduction number","score":0.7910000085830688},{"id":"https://openalex.org/keywords/bangladesh","display_name":"Bangladesh","score":0.7080000042915344},{"id":"https://openalex.org/keywords/india","display_name":"India","score":1.0},{"id":"https://openalex.org/keywords/pakistan","display_name":"Pakistan","score":0.9039999842643738},{"id":"https://openalex.org/keywords/epidemic-spreading","display_name":"epidemic spread","score":0.5059999823570251}],"concepts":[{"id":"https://openalex.org/C204264503","wikidata":"https://www.wikidata.org/wiki/Q901464","display_name":"Basic reproduction number","level":3,"score":0.6682143211364746},{"id":"https://openalex.org/C2991810699","wikidata":"https://www.wikidata.org/wiki/Q60140","display_name":"Indian subcontinent","level":2,"score":0.644528865814209},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.6432008147239685},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6359334588050842},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.5493969917297363},{"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":0.49167925119400024},{"id":"https://openalex.org/C59659247","wikidata":"https://www.wikidata.org/wiki/Q11990","display_name":"Reproduction","level":2,"score":0.4637518525123596},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4552653133869171},{"id":"https://openalex.org/C1627819","wikidata":"https://www.wikidata.org/wiki/Q2572354","display_name":"Epidemic model","level":3,"score":0.4276901185512543},{"id":"https://openalex.org/C47768531","wikidata":"https://www.wikidata.org/wiki/Q1127188","display_name":"Development economics","level":1,"score":0.3704428970813751},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.33952879905700684},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2868010699748993},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.24091967940330505},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.1993287205696106},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.17866769433021545},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.1700688898563385},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15671682357788086},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13589242100715637},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12095195055007935},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10811004042625427},{"id":"https://openalex.org/C2549261","wikidata":"https://www.wikidata.org/wiki/Q43455","display_name":"Ethnology","level":1,"score":0.0771419107913971},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.3390/jpm11090889","doi":"https://doi.org/10.3390/jpm11090889","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jpm11090889","pdf_url":"https://www.mdpi.com/2075-4426/11/9/889/pdf?version=1631004525","source":{"id":"https://openalex.org/S2736780684","display_name":"Journal of Personalized Medicine","issn_l":"2075-4426","issn":["2075-4426"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Personalized Medicine","raw_type":"journal-article"},{"id":"pmid:34575666","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34575666","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,"listed_in":[],"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":"Journal of personalized medicine","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:2008.09803","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2008.09803","pdf_url":"https://arxiv.org/pdf/2008.09803","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:europepmc.org:7355410","doi":null,"is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8467040","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8467040","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8467040","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,"listed_in":[],"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":"J Pers Med","raw_type":"Text"},{"id":"mag:3080145708","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2008.09803.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/70098073-f5e7-4808-9226-b56d41264be8","doi":null,"is_oa":true,"landing_page_url":"https://researchoutput.csu.edu.au/en/publications/70098073-f5e7-4808-9226-b56d41264be8","pdf_url":null,"source":{"id":"https://openalex.org/S7407055442","display_name":"Charles Sturt University Research Output (CRO)","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":"Singh, B C, Alom, Z, Hu, H, Rahman, M M, Baowaly, M K, Aung, Z, Azim, M A & Moni, M A 2021, 'Covid-19 pandemic outbreak in the subcontinent : A data driven analysis', Journal of Personalized Medicine, vol. 11, no. 9, 889. https://doi.org/10.3390/jpm11090889","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:2f54741477c642d086254eff4e319806","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/2f54741477c642d086254eff4e319806","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,"listed_in":[],"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":"Journal of Personalized Medicine, Vol 11, Iss 889, p 889 (2021)","raw_type":"article"},{"id":"doi:10.48550/arxiv.2008.09803","doi":"https://doi.org/10.48550/arxiv.2008.09803","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2008.09803","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.3390/jpm11090889","doi":"https://doi.org/10.3390/jpm11090889","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jpm11090889","pdf_url":"https://www.mdpi.com/2075-4426/11/9/889/pdf?version=1631004525","source":{"id":"https://openalex.org/S2736780684","display_name":"Journal of Personalized Medicine","issn_l":"2075-4426","issn":["2075-4426"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Personalized Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8048999905586243,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[{"score":0.8700000047683716,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3080145708.pdf","grobid_xml":"https://content.openalex.org/works/W3080145708.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W2039696702","https://openalex.org/W2051568739","https://openalex.org/W2062059173","https://openalex.org/W2065126563","https://openalex.org/W2102187991","https://openalex.org/W2130878567","https://openalex.org/W2157725602","https://openalex.org/W2171608398","https://openalex.org/W2725216843","https://openalex.org/W2898696889","https://openalex.org/W3000131314","https://openalex.org/W3003217347","https://openalex.org/W3003403425","https://openalex.org/W3004200727","https://openalex.org/W3005847234","https://openalex.org/W3006028741","https://openalex.org/W3006914768","https://openalex.org/W3007580879","https://openalex.org/W3007602081","https://openalex.org/W3008294222","https://openalex.org/W3009468976","https://openalex.org/W3009876049","https://openalex.org/W3009906937","https://openalex.org/W3009946390","https://openalex.org/W3011262980","https://openalex.org/W3011771926","https://openalex.org/W3012864042","https://openalex.org/W3013493925","https://openalex.org/W3013566370","https://openalex.org/W3014680551","https://openalex.org/W3014902926","https://openalex.org/W3015438442","https://openalex.org/W3015952469","https://openalex.org/W3019674250","https://openalex.org/W3021195606","https://openalex.org/W3021673562","https://openalex.org/W3022421511","https://openalex.org/W3022825990","https://openalex.org/W3029558740","https://openalex.org/W3030294315","https://openalex.org/W3033562259","https://openalex.org/W3036609203","https://openalex.org/W3043901580","https://openalex.org/W6685349942","https://openalex.org/W6774076995","https://openalex.org/W6774869222","https://openalex.org/W6775463879","https://openalex.org/W6922531710"],"related_works":["https://openalex.org/W3043029130","https://openalex.org/W3043230679","https://openalex.org/W3148553702","https://openalex.org/W3091408112","https://openalex.org/W3117994647","https://openalex.org/W3013410976","https://openalex.org/W3017369443","https://openalex.org/W3124064925","https://openalex.org/W3094582018","https://openalex.org/W3015964080","https://openalex.org/W3159727906","https://openalex.org/W3116221760","https://openalex.org/W3099401800","https://openalex.org/W3126821075","https://openalex.org/W3037898693","https://openalex.org/W3106008401","https://openalex.org/W3015127796","https://openalex.org/W3043946812","https://openalex.org/W3040697157","https://openalex.org/W3088996363"],"abstract_inverted_index":{"Human":[0],"civilization":[1],"is":[2,36,110,128,223],"experiencing":[3],"a":[4,11,143],"critical":[5],"situation":[6],"that":[7,83,207,221],"presents":[8],"itself":[9],"for":[10],"new":[12],"coronavirus":[13,54],"disease":[14],"2019":[15,23],"(COVID-19).":[16],"This":[17],"virus":[18],"emerged":[19],"in":[20,24,39,93,142,199,226],"late":[21],"December":[22],"Wuhan":[25],"city,":[26],"Hubei,":[27],"China.":[28],"The":[29],"grim":[30],"fact":[31],"of":[32,61,71,107,116,121,140,154],"COVID-19":[33,62,117,141,222],"is,":[34],"it":[35,109],"highly":[37],"contagious":[38],"nature,":[40],"therefore,":[41],"spreads":[42],"rapidly":[43],"all":[44],"over":[45],"the":[46,59,66,69,84,94,99,105,114,119,126,132,137,161,191,196,200,208,227],"world":[47],"and":[48,89,157,185,194],"causes":[49],"severe":[50],"acute":[51],"respiratory":[52],"syndrome":[53],"2":[55],"(SARS-CoV-2).":[56],"Responding":[57],"to":[58,68,73,103,112,129,135,159,189],"severity":[60],"research":[63],"community":[64],"directs":[65],"attention":[67],"analysis":[70],"COVID-19,":[72,108],"diminish":[74],"its":[75],"antagonistic":[76],"impact":[77],"towards":[78],"society.":[79],"Numerous":[80],"studies":[81],"claim":[82],"subcontinent,":[85],"i.e.,":[86],"Bangladesh,":[87,155],"India,":[88,156],"Pakistan,":[90],"could":[91],"remain":[92],"worst":[95],"affected":[96],"region":[97],"by":[98,212],"COVID-19.":[100],"In":[101],"order":[102],"prevent":[104],"spread":[106,138],"important":[111],"predict":[113],"trend":[115],"beforehand":[118],"planning":[120],"effective":[122],"control":[123],"strategies.":[124],"Fundamentally,":[125],"idea":[127],"dependably":[130],"estimate":[131,160,190],"reproduction":[133,162,192,209],"number":[134],"judge":[136],"rate":[139],"particular":[144],"region.":[145],"Consequently,":[146],"this":[147],"paper":[148],"uses":[149],"publicly":[150],"available":[151],"epidemiological":[152],"data":[153,202],"Pakistan":[158],"numbers.":[163],"More":[164],"specifically,":[165],"we":[166],"use":[167],"various":[168],"models":[169,214],"(for":[170],"example,":[171],"susceptible":[172],"infection":[173],"recovery":[174],"(SIR),":[175],"exponential":[176],"growth":[177],"(EG),":[178],"sequential":[179],"Bayesian":[180],"(SB),":[181],"maximum":[182],"likelihood":[183],"(ML)":[184],"time":[186],"dependent":[187],"(TD))":[188],"numbers":[193,210],"observe":[195],"model":[197],"fitness":[198],"corresponding":[201],"set.":[203],"Experimental":[204],"results":[205],"show":[206],"produced":[211],"these":[213],"are":[215],"greater":[216],"than":[217],"1.2":[218],"(approximately)":[219],"indicates":[220],"gradually":[224],"spreading":[225],"subcontinent.":[228]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}