{"id":"https://openalex.org/W3164329792","doi":"https://doi.org/10.3233/shti210285","title":"Deep Learning Methods to Predict Mortality in COVID-19 Patients: A Rapid Scoping Review","display_name":"Deep Learning Methods to Predict Mortality in COVID-19 Patients: A Rapid Scoping Review","publication_year":2021,"publication_date":"2021-05-27","ids":{"openalex":"https://openalex.org/W3164329792","doi":"https://doi.org/10.3233/shti210285","mag":"3164329792","pmid":"https://pubmed.ncbi.nlm.nih.gov/34042688"},"language":"en","primary_location":{"id":"doi:10.3233/shti210285","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210285","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210285","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210285","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056325946","display_name":"Mahanazuddin Syed","orcid":"https://orcid.org/0000-0002-8978-1565"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mahanazuddin Syed","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078319091","display_name":"Shorabuddin Syed","orcid":"https://orcid.org/0000-0002-4761-5972"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shorabuddin Syed","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA;","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080922402","display_name":"Kevin W. Sexton","orcid":"https://orcid.org/0000-0002-1460-9867"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Sexton","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024988228","display_name":"Melody Greer","orcid":"https://orcid.org/0000-0002-1070-5907"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melody L. Greer","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046980164","display_name":"Meredith Zozus","orcid":"https://orcid.org/0000-0002-9332-1684"},"institutions":[{"id":"https://openalex.org/I165951966","display_name":"The University of Texas at San Antonio Health Science Center","ror":"https://ror.org/02f6dcw23","country_code":"US","type":"education","lineage":["https://openalex.org/I165951966","https://openalex.org/I45438204"]},{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meredith Zozus","raw_affiliation_strings":["Department of Population Health Sciences, University of Texas Health Science, Center at San Antonio, San Antonio, TX, USA","Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Population Health Sciences, University of Texas Health Science, Center at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I165951966"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]},{"raw_affiliation_string":"Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I165951966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061744695","display_name":"Sudeepa Bhattacharyya","orcid":"https://orcid.org/0000-0003-3493-6029"},"institutions":[{"id":"https://openalex.org/I125956826","display_name":"Arkansas State University","ror":"https://ror.org/006pyvd89","country_code":"US","type":"education","lineage":["https://openalex.org/I125956826"]},{"id":"https://openalex.org/I4210152116","display_name":"Arkansas Biosciences Institute","ror":"https://ror.org/04ptmx344","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210152116"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sudeepa Bhattacharyya","raw_affiliation_strings":["Department of Biological Sciences and Arkansas Biosciences Institute, Arkansas State University, Jonesboro, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences and Arkansas Biosciences Institute, Arkansas State University, Jonesboro, AR, USA","institution_ids":["https://openalex.org/I4210152116","https://openalex.org/I125956826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101400317","display_name":"Farhanuddin Syed","orcid":"https://orcid.org/0000-0002-9550-6519"},"institutions":[{"id":"https://openalex.org/I209674108","display_name":"Shadan Hospital and Institute of Medical Sciences","ror":"https://ror.org/02cnc0j97","country_code":"IN","type":"education","lineage":["https://openalex.org/I209674108"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Farhanuddin Syed","raw_affiliation_strings":["College of Medicine, Shadan Institute of Medical Sciences, Hyderabad, TS, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medicine, Shadan Institute of Medical Sciences, Hyderabad, TS, IN","institution_ids":["https://openalex.org/I209674108"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063662396","display_name":"Fred Prior","orcid":"https://orcid.org/0000-0002-6314-5683"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fred Prior","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5056325946"],"corresponding_institution_ids":["https://openalex.org/I79620101"],"apc_list":null,"apc_paid":null,"fwci":1.3533,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82362809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"281","issue":null,"first_page":"799","last_page":"803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9997000098228455,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.9732999801635742,"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/pandemic","display_name":"Pandemic","score":0.8481931686401367},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.8175206184387207},{"id":"https://openalex.org/keywords/globe","display_name":"Globe","score":0.6210616230964661},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.5848844051361084},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.5485192537307739},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4874544143676758},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4715160131454468},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4678066074848175},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.4112918972969055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40663832426071167},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3903827965259552},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.35846972465515137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35225141048431396},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34666138887405396},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.1612282693386078},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.12578865885734558},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09043058753013611},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08822387456893921},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.06984454393386841}],"concepts":[{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.8481931686401367},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.8175206184387207},{"id":"https://openalex.org/C2775899829","wikidata":"https://www.wikidata.org/wiki/Q3109007","display_name":"Globe","level":2,"score":0.6210616230964661},{"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":0.5848844051361084},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.5485192537307739},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4874544143676758},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4715160131454468},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4678066074848175},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.4112918972969055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40663832426071167},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3903827965259552},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.35846972465515137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35225141048431396},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34666138887405396},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.1612282693386078},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.12578865885734558},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09043058753013611},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08822387456893921},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.06984454393386841},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","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/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","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":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti210285","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210285","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210285","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:34042688","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34042688","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti210285","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210285","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210285","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8799999952316284}],"awards":[{"id":"https://openalex.org/G7860526943","display_name":null,"funder_award_id":"TR003107","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G8266382387","display_name":null,"funder_award_id":"UL1 TR003107","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8454924503","display_name":null,"funder_award_id":"UL1 TR003107","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3164329792.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2789367970","https://openalex.org/W2891378911","https://openalex.org/W3008443627","https://openalex.org/W3014524604","https://openalex.org/W3042689945","https://openalex.org/W3044899979","https://openalex.org/W3048868540","https://openalex.org/W3049452588","https://openalex.org/W3080326129","https://openalex.org/W3087049386","https://openalex.org/W3097189258","https://openalex.org/W3098474649","https://openalex.org/W3101153096","https://openalex.org/W3104739447","https://openalex.org/W3108096064","https://openalex.org/W3110800647","https://openalex.org/W3125147044","https://openalex.org/W4233952802"],"related_works":["https://openalex.org/W3127156785","https://openalex.org/W4205754011","https://openalex.org/W3009669391","https://openalex.org/W4200329650","https://openalex.org/W4205215807","https://openalex.org/W3005417802","https://openalex.org/W4226296940","https://openalex.org/W3028835529","https://openalex.org/W3036314732","https://openalex.org/W3134376730"],"abstract_inverted_index":{"The":[0,14],"ongoing":[1],"COVID-19":[2,37,90],"pandemic":[3,9,136],"has":[4,17],"become":[5],"the":[6,11,21,45,77,98,112],"most":[7],"impactful":[8],"of":[10,39],"past":[12],"century.":[13],"SARS-CoV-2":[15],"virus":[16],"spread":[18],"rapidly":[19],"across":[20],"globe":[22],"affecting":[23],"and":[24,63,66,105,122,134],"straining":[25],"global":[26],"health":[27],"systems.":[28],"More":[29],"than":[30],"2":[31],"million":[32],"people":[33],"have":[34,82,108],"died":[35],"from":[36],"(as":[38],"30":[40],"January":[41],"2021).":[42],"To":[43],"lessen":[44],"pandemic's":[46],"impact,":[47],"advanced":[48],"methods":[49],"such":[50],"as":[51],"Artificial":[52],"Intelligence":[53],"models":[54,124],"are":[55],"proposed":[56],"to":[57,75,85],"predict":[58,86],"mortality,":[59],"morbidity,":[60],"disease":[61],"severity,":[62],"other":[64],"outcomes":[65],"sequelae.":[67],"We":[68],"performed":[69],"a":[70],"rapid":[71],"scoping":[72],"literature":[73],"review":[74,93],"identify":[76],"deep":[78,100],"learning":[79,101],"techniques":[80],"that":[81,107],"been":[83,109],"applied":[84],"hospital":[87],"mortality":[88,131],"in":[89,111,132],"patients.":[91],"Our":[92],"findings":[94,116],"provide":[95],"insights":[96],"on":[97],"important":[99],"models,":[102],"data":[103],"types,":[104],"features":[106],"reported":[110],"literature.":[113],"These":[114],"summary":[115],"will":[117],"help":[118],"scientists":[119],"build":[120],"reliable":[121],"accurate":[123],"for":[125,129],"better":[126],"intervention":[127],"strategies":[128],"predicting":[130],"current":[133],"future":[135],"situations.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
