{"id":"https://openalex.org/W3091734424","doi":"https://doi.org/10.1109/jbhi.2020.3027987","title":"A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19","display_name":"A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19","publication_year":2020,"publication_date":"2020-09-30","ids":{"openalex":"https://openalex.org/W3091734424","doi":"https://doi.org/10.1109/jbhi.2020.3027987","mag":"3091734424","pmid":"https://pubmed.ncbi.nlm.nih.gov/32997638"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2020.3027987","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3027987","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/jbhi.2020.3027987","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084316677","display_name":"Jinchang Ren","orcid":"https://orcid.org/0000-0001-6116-3194"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]},{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Jinchang Ren","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","School of Computer Science, Guangdong Polytechnic University (GPNU), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6116-3194","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"School of Computer Science, Guangdong Polytechnic University (GPNU), Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057941086","display_name":"Yijun Yan","orcid":"https://orcid.org/0000-0003-0224-0078"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yijun Yan","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K"],"raw_orcid":"https://orcid.org/0000-0003-0224-0078","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075054710","display_name":"Huimin Zhao","orcid":"https://orcid.org/0000-0002-6877-2002"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huimin Zhao","raw_affiliation_strings":["School of Computer Science, Guangdong Polytechnic University (GPNU), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6877-2002","affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangdong Polytechnic University (GPNU), Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020056534","display_name":"Ping Ma","orcid":"https://orcid.org/0000-0003-3687-364X"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ping Ma","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K"],"raw_orcid":"https://orcid.org/0000-0003-3687-364X","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043785449","display_name":"Jaime Zabalza","orcid":"https://orcid.org/0000-0002-0634-1725"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jaime Zabalza","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K"],"raw_orcid":"https://orcid.org/0000-0002-0634-1725","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030917821","display_name":"Zain Hussain","orcid":"https://orcid.org/0000-0002-0559-8289"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zain Hussain","raw_affiliation_strings":["School of Medicine, University of Edinburgh, Edinburgh, U.K"],"raw_orcid":"https://orcid.org/0000-0002-0559-8289","affiliations":[{"raw_affiliation_string":"School of Medicine, University of Edinburgh, Edinburgh, U.K","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106342736","display_name":"Shaoming Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoming Luo","raw_affiliation_strings":["GPNU, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GPNU, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042977820","display_name":"Qingyun Dai","orcid":"https://orcid.org/0000-0002-7561-3704"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyun Dai","raw_affiliation_strings":["GPNU, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GPNU, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014909341","display_name":"Sophia Zhao","orcid":"https://orcid.org/0009-0008-6914-3583"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sophia Zhao","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026215303","display_name":"Aziz Sheikh","orcid":"https://orcid.org/0000-0001-7022-3056"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aziz Sheikh","raw_affiliation_strings":["School of Medicine, University of Edinburgh, Edinburgh, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Edinburgh, Edinburgh, U.K","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062211930","display_name":"Amir Hussain","orcid":"https://orcid.org/0000-0002-8080-082X"},"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, Edinburgh, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University, Edinburgh, U.K","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101859990","display_name":"Huakang Li","orcid":"https://orcid.org/0000-0003-1284-1993"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huakang Li","raw_affiliation_strings":["School of Computer Science, Guangdong Polytechnic University (GPNU), Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangdong Polytechnic University (GPNU), Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9489,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.82239238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"24","issue":"12","first_page":"3551","last_page":"3563"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9990000128746033,"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":0.9990000128746033,"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/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.958299994468689,"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"}},{"id":"https://openalex.org/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9427000284194946,"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":0.6543511748313904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6298757791519165},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.43951427936553955},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.43016767501831055},{"id":"https://openalex.org/keywords/epidemiology","display_name":"Epidemiology","score":0.41559725999832153},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.41197672486305237},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35332316160202026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3323836326599121},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23419910669326782},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.1411437690258026},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.10385766625404358}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6543511748313904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6298757791519165},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.43951427936553955},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.43016767501831055},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.41559725999832153},{"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":0.41197672486305237},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35332316160202026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3323836326599121},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23419910669326782},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.1411437690258026},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.10385766625404358},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":"Q000302","qualifier_name":"isolation & purification","is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":"Q000302","qualifier_name":"isolation & purification","is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":"Q000302","qualifier_name":"isolation & purification","is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":"Q000302","qualifier_name":"isolation & purification","is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":"Q000302","qualifier_name":"isolation & purification","is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013030","descriptor_name":"Spain","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D013030","descriptor_name":"Spain","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D013030","descriptor_name":"Spain","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D013030","descriptor_name":"Spain","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D013030","descriptor_name":"Spain","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1109/jbhi.2020.3027987","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3027987","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:32997638","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32997638","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:repository@napier.ac.uk:2709322","is_oa":true,"landing_page_url":"https://napier-repository.worktribe.com/file/2709322/1/A%20Novel%20Intelligent%20Computational%20Approach%20To%20Model%20Epidemiological%20Trends%20And%20Assess%20The%20Impact%20Of%20Non-Pharmacological%20Interventions%20For%20COVID-19","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:discovery.dundee.ac.uk:openaire/206fd5a4-1462-42b8-a720-8d6823c7e47d","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/206fd5a4-1462-42b8-a720-8d6823c7e47d","pdf_url":"https://discovery.dundee.ac.uk/ws/files/109273104/A_Novel_Intelligent_Computational_Approach_to_Model_Epidemiological_Trends_and_Assess_the_Impact_of_Non-Pharmacological_Interventions_for_COVID-19.pdf","source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Ren, J, Yan, Y, Zhao, H, Ma, P, Zabalza, J, Hussain, Z, Luo, S, Dai, Q, Zhao, S, Sheikh, A, Hussain, A & Li, H 2020, 'A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19', IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 12, 9210178, pp. 3551-3563. https://doi.org/10.1109/JBHI.2020.3027987","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:strathprints.strath.ac.uk:74730","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/772358.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:napier-surface.worktribe.com:2709322","is_oa":true,"landing_page_url":"https://napier-surface.worktribe.com/2709322/1/A%20Novel%20Intelligent%20Computational%20Approach%20To%20Model%20Epidemiological%20Trends%20And%20Assess%20The%20Impact%20Of%20Non-Pharmacological%20Interventions%20For%20COVID-19","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"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":"","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8545177","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8545177","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"},{"id":"pmh:oai:rgu-repository.worktribe.com:1206905","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1206905","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"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":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/jbhi.2020.3027987","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3027987","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"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/G2494212245","display_name":null,"funder_award_id":"MC_PC_19004","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G2524881916","display_name":null,"funder_award_id":"2019KSYS009","funder_id":"https://openalex.org/F4320326279","funder_display_name":"Department of Education of Guangdong Province"},{"id":"https://openalex.org/G3391686670","display_name":null,"funder_award_id":"EP/T024917","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G386565863","display_name":null,"funder_award_id":"EP/T024917/","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3930891986","display_name":null,"funder_award_id":"2019KSYS009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6048656541","display_name":"\u591a\u6a21\u6001\u56fe\u50cf\u611f\u77e5\u53ca\u5176\u7279\u5f81\u6570\u636e\u878d\u5408\u5b89\u5168\u6027\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62072122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6256444366","display_name":null,"funder_award_id":"COVID-19","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8508982622","display_name":null,"funder_award_id":"2018B030322016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320313269","display_name":"Scottish Government","ror":"https://ror.org/04v2xmd71"},{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320318653","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326279","display_name":"Department of Education of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1563281071","https://openalex.org/W1847048756","https://openalex.org/W1969476877","https://openalex.org/W2077846610","https://openalex.org/W2809742058","https://openalex.org/W2809862762","https://openalex.org/W2921691172","https://openalex.org/W2948749645","https://openalex.org/W2949644757","https://openalex.org/W2972177675","https://openalex.org/W3003573988","https://openalex.org/W3003773899","https://openalex.org/W3006671704","https://openalex.org/W3008573283","https://openalex.org/W3009468976","https://openalex.org/W3010131837","https://openalex.org/W3010619285","https://openalex.org/W3012121365","https://openalex.org/W3012434404","https://openalex.org/W3012789146","https://openalex.org/W3012916185","https://openalex.org/W3013080757","https://openalex.org/W3013188135","https://openalex.org/W3013280296","https://openalex.org/W3014145608","https://openalex.org/W3014640778","https://openalex.org/W3015351983","https://openalex.org/W3017051018","https://openalex.org/W3100347265","https://openalex.org/W3118109004","https://openalex.org/W3122628546","https://openalex.org/W4206233629","https://openalex.org/W4297709905","https://openalex.org/W6773739047"],"related_works":["https://openalex.org/W3036314732","https://openalex.org/W3009669391","https://openalex.org/W3176864053","https://openalex.org/W4206669628","https://openalex.org/W3171943759","https://openalex.org/W4292098121","https://openalex.org/W3154141118","https://openalex.org/W4388896133","https://openalex.org/W3031607536","https://openalex.org/W4205317059"],"abstract_inverted_index":{"The":[0,107,256,323],"novel":[1,49,162],"coronavirus":[2],"disease":[3,38],"2019":[4],"(COVID-19)":[5],"pandemic":[6,94,109,196,236],"has":[7],"led":[8],"to":[9,53,102,159,183,233,303],"a":[10,48,81,96,115,131,141,153,161,240,327],"worldwide":[11],"crisis":[12],"in":[13,310,315],"public":[14],"health.":[15],"It":[16],"is":[17,111,181,259],"crucial":[18],"we":[19,83],"understand":[20],"the":[21,37,60,67,73,90,93,103,123,128,166,173,186,192,195,198,203,207,211,216,222,234,245,279,284,287,293],"epidemiological":[22,55],"trends":[23,56],"and":[24,39,46,136,147,202,227,238,253,266,269,286,320,332],"impact":[25,68,246],"of":[26,36,41,57,66,69,75,92,98,130,134,155,194,206,244,247,281,295,305,329],"non-pharmacological":[27],"interventions":[28],"(NPIs),":[29],"such":[30,139,249],"as":[31,80,140,250],"lockdowns":[32,252],"for":[33,165,278],"effective":[34],"management":[35],"control":[40,297],"its":[42],"spread.":[43],"We":[44,150],"develop":[45],"validate":[47],"intelligent":[50],"computational":[51],"model":[52,61,164,175,180,219,258],"predict":[54,185],"COVID-19,":[58],"with":[59,86,172,326],"parameters":[62],"enabling":[63],"an":[64],"evaluation":[65,243],"NPIs.":[70],"By":[71],"representing":[72],"number":[74,133,328],"daily":[76,190],"confirmed":[77,200],"cases":[78,201,280],"(NDCC)":[79],"time-series,":[82],"assume":[84],"that,":[85],"or":[87],"without":[88],"NPIs,":[89,248],"pattern":[91],"satisfies":[95],"series":[97,126],"Gaussian":[99,156],"distributions":[100],"according":[101],"central":[104],"limit":[105],"theorem.":[106],"underlying":[108,235,317],"trend":[110],"first":[112],"extracted":[113,168],"using":[114,261],"singular":[116],"spectral":[117],"analysis":[118],"(SSA)":[119],"technique,":[120],"which":[121],"decomposes":[122],"NDCC":[124,169,187,213],"time":[125],"into":[127],"sum":[129],"small":[132],"independent":[135],"interpretable":[137,242],"components":[138,146],"slow":[142],"varying":[143],"trend,":[144,171,188],"oscillatory":[145],"structureless":[148],"noise.":[149],"then":[151],"use":[152],"mixture":[154],"fitting":[157],"(GF)":[158],"derive":[160],"predictive":[163,257],"SSA":[167],"incidence":[170],"overall":[174],"termed":[176],"SSA-GF.":[177],"Our":[178],"proposed":[179],"shown":[182],"accurately":[184],"peak":[189],"cases,":[191],"length":[193],"period,":[197],"total":[199],"associated":[204],"dates":[205],"turning":[208],"points":[209],"on":[210],"cumulated":[212],"curve.":[214],"Further,":[215],"three":[217],"key":[218],"parameters,":[220],"specifically,":[221],"amplitude":[223],"(alpha),":[224],"mean":[225],"(mu),":[226],"standard":[228],"deviation":[229],"(sigma)":[230],"are":[231,272],"linked":[232],"patterns,":[237],"enable":[239],"directly":[241],"strict":[251],"travel":[254],"restrictions.":[255],"validated":[260],"available":[262],"data":[263],"from":[264],"China":[265],"South":[267],"Korea,":[268],"new":[270],"predictions":[271],"made,":[273],"partially":[274],"requiring":[275],"future":[276,334],"validation,":[277],"Italy,":[282],"Spain,":[283],"UK":[285],"USA.":[288],"Comparative":[289],"results":[290],"demonstrate":[291],"that":[292],"introduction":[294],"consistent":[296],"measures":[298],"across":[299],"countries":[300],"can":[301],"lead":[302],"development":[304],"similar":[306],"parametric":[307],"models,":[308],"reflected":[309],"particular":[311],"by":[312],"relative":[313],"variations":[314],"their":[316],"sigma,":[318],"alpha":[319],"mu":[321],"values.":[322],"paper":[324],"concludes":[325],"open":[330],"questions":[331],"outlines":[333],"research":[335],"directions.":[336]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
