{"id":"https://openalex.org/W4285677173","doi":"https://doi.org/10.1186/s12911-022-01931-5","title":"Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records","display_name":"Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4285677173","doi":"https://doi.org/10.1186/s12911-022-01931-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/35843930"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-022-01931-5","is_oa":true,"landing_page_url":"http://doi.org/10.1186/s12911-022-01931-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01931-5","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01931-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027783296","display_name":"Davi Silva Rodrigues","orcid":"https://orcid.org/0000-0003-0286-5318"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Davi Silva Rodrigues","raw_affiliation_strings":["Laboratory of Computer Applications for Health Care, School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil. davisilvarodrigues@gmail.com","Laboratory of Computer Applications for Health Care, School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Laboratory of Computer Applications for Health Care, School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil. davisilvarodrigues@gmail.com","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Laboratory of Computer Applications for Health Care, School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005958656","display_name":"Ana Catharina de Seixas Santos Nastri","orcid":"https://orcid.org/0000-0001-5415-6156"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Catharina S. Nastri","raw_affiliation_strings":["Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068924009","display_name":"Marcello Mihailenko Chaves Magri","orcid":"https://orcid.org/0000-0001-7996-8265"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcello M. Magri","raw_affiliation_strings":["Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022892800","display_name":"Maura Salaroli de Oliveira","orcid":"https://orcid.org/0000-0001-8508-2612"},"institutions":[{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maura Salaroli de Oliveira","raw_affiliation_strings":["Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071061513","display_name":"\u00c9ster Cerdeira Sabino","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ester C. Sabino","raw_affiliation_strings":["Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007367071","display_name":"Pedro H. M. F. Figueiredo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro H. M. F. Figueiredo","raw_affiliation_strings":["N\u00facleo de Vigil\u00e2ncia Epidemiol\u00f3gica, Hospital das Cl\u00ednicas, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"N\u00facleo de Vigil\u00e2ncia Epidemiol\u00f3gica, Hospital das Cl\u00ednicas, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055506482","display_name":"Anna S. Levin","orcid":"https://orcid.org/0000-0003-2427-8368"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anna S. Levin","raw_affiliation_strings":["Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]},{"raw_affiliation_string":"Division of Infectious Diseases, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047734340","display_name":"Maristela Pinheiro Freire","orcid":"https://orcid.org/0000-0002-9691-192X"},"institutions":[{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maristela P. Freire","raw_affiliation_strings":["Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Infection Control, Hospital das Cl\u00ednicas, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007939622","display_name":"Leila Suemi Harima Letaif","orcid":"https://orcid.org/0000-0003-0713-6560"},"institutions":[{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leila S. Harima","raw_affiliation_strings":["Clinical Director's Office, Hospital das Cl\u00ednicas, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Clinical Director's Office, Hospital das Cl\u00ednicas, Faculdade de Medicina, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210145268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054257245","display_name":"F\u00e1tima L. S. Nunes","orcid":"https://orcid.org/0000-0003-0040-0752"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"F\u00e1tima L. S. Nunes","raw_affiliation_strings":["Laboratory of Computer Applications for Health Care, School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Laboratory of Computer Applications for Health Care, School of Arts, Sciences and Humanities, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008405795","display_name":"Jo\u00e3o Eduardo Ferreira","orcid":"https://orcid.org/0000-0001-9607-2014"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Eduardo Ferreira","raw_affiliation_strings":["Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":null,"display_name":"HCFMUSP COVID-19 Study Group","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"HCFMUSP COVID-19 Study Group","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048182376","display_name":"Geraldo F. Busatto","orcid":"https://orcid.org/0000-0003-4749-4602"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geraldo Busatto","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065178869","display_name":"Elo\u00edsa Bonf\u00e1","orcid":"https://orcid.org/0000-0002-0520-4681"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eloisa Bonf\u00e1","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103179921","display_name":"Edivaldo Utiyama","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edivaldo Utiyama","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058132377","display_name":"Alu\u00edsio Augusto Cotrim Segurado","orcid":"https://orcid.org/0000-0002-6311-8036"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aluisio Segurado","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071665606","display_name":"Beatriz Perondi","orcid":"https://orcid.org/0000-0003-2280-642X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Beatriz Perondi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031659161","display_name":"Anna M. Morais","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anna M. Morais","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026984266","display_name":"Amanda C. Montal","orcid":"https://orcid.org/0000-0002-6478-6925"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amanda Montal","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053092599","display_name":"Solange Fusco","orcid":"https://orcid.org/0000-0002-1243-1743"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Solange Fusco","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041052452","display_name":"Marjorie Fregonesi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marjorie Fregonesi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042595423","display_name":"Marcelo Borges Rocha","orcid":"https://orcid.org/0000-0003-4472-7423"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marcelo Rocha","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029298598","display_name":"Izabel Marc\u00edlio","orcid":"https://orcid.org/0000-0002-2914-6535"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Izabel Marcilio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010858151","display_name":"Izabel C. Rios","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Izabel C. Rios","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071004225","display_name":"Fabiane Yumi Ogihara Kawano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabiane Y. O. Kawano","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021110589","display_name":"M. Amelia de Jesus","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Amelia de Jesus","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051400480","display_name":"Esper G. Kall\u00e1s","orcid":"https://orcid.org/0000-0003-2026-6925"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Esper G. Kallas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079267347","display_name":"Carolina Marmo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carolina Marmo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022200413","display_name":"Clarice Tanaka","orcid":"https://orcid.org/0000-0003-3900-5944"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Clarice Tanaka","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021741496","display_name":"Heraldo Possolo de Souza","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heraldo P. de Souza","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021259047","display_name":"J\u00falio Fl\u00e1vio Meirelles Marchini","orcid":"https://orcid.org/0000-0002-2279-1945"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julio F. M. Marchini","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037340676","display_name":"Carlos Roberto Ribeiro de Carvalho","orcid":"https://orcid.org/0000-0002-1618-8509"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Carvalho","raw_affiliation_strings":["Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035219656","display_name":"Juliana Carvalho Ferreira","orcid":"https://orcid.org/0000-0001-6548-1384"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Juliana C. Ferreira","raw_affiliation_strings":["Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Institute of Mathematics and Statistics, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045164159","display_name":"Tha\u00eds Guimar\u00e3es","orcid":"https://orcid.org/0000-0002-7282-5453"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thais Guimaraes","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047388867","display_name":"Carolina S. L\u00e1zari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carolina S. Lazari","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110196385","display_name":"Alberto J. S. Duarte","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alberto J. S. Duarte","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081230094","display_name":"Maria Cristina Peres Braido Francisco","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Cristina P. B. Francisco","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5003824515","display_name":"S\u00edlvia Figueiredo Costa","orcid":"https://orcid.org/0000-0003-1087-752X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Silvia F. Costa","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":38,"corresponding_author_ids":["https://openalex.org/A5027783296"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":1.656,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8624749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"22","issue":"1","first_page":"187","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9988999962806702,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9961000084877014,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.7643061280250549},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.7360644340515137},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.718986451625824},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.6634272933006287},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5671908855438232},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5309200882911682},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.49184083938598633},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.4501946270465851},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42645105719566345},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38335564732551575},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3783949613571167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3587610125541687},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.3505483865737915},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.2687355875968933},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.26463183760643005},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.2378043830394745},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.1415940523147583},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12123572826385498},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0889606773853302},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08603453636169434}],"concepts":[{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.7643061280250549},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.7360644340515137},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.718986451625824},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.6634272933006287},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5671908855438232},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5309200882911682},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.49184083938598633},{"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":0.4501946270465851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42645105719566345},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38335564732551575},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3783949613571167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3587610125541687},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3505483865737915},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2687355875968933},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.26463183760643005},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.2378043830394745},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.1415940523147583},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12123572826385498},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0889606773853302},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08603453636169434},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D001938","descriptor_name":"Brazil","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D001938","descriptor_name":"Brazil","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D001938","descriptor_name":"Brazil","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-022-01931-5","is_oa":true,"landing_page_url":"http://doi.org/10.1186/s12911-022-01931-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01931-5","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:35843930","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35843930","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:003101900","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01931-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"reponame:Reposit\u00f3rio Institucional da USP (Biblioteca Digital da Produ\u00e7\u00e3o Intelectual)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:caa12291215047748b5cfb054c6a1aca","is_oa":true,"landing_page_url":"https://doaj.org/article/caa12291215047748b5cfb054c6a1aca","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 22, Iss 1, Pp 1-15 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9288836","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9288836","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-022-01931-5","is_oa":true,"landing_page_url":"http://doi.org/10.1186/s12911-022-01931-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01931-5","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G2908666191","display_name":null,"funder_award_id":"2020/12","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6981316104","display_name":null,"funder_award_id":"2020/12859-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G7087059145","display_name":"Evolution of computational infrastructure for storage and retrieval scientific health data","funder_award_id":"20/07205-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8675031160","display_name":null,"funder_award_id":"2020/07205-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285677173.pdf","grobid_xml":"https://content.openalex.org/works/W4285677173.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W2027775877","https://openalex.org/W2401520370","https://openalex.org/W2581082771","https://openalex.org/W2750557731","https://openalex.org/W2948272952","https://openalex.org/W2964696298","https://openalex.org/W2982438846","https://openalex.org/W2988244882","https://openalex.org/W2998175747","https://openalex.org/W3038641822","https://openalex.org/W3042807565","https://openalex.org/W3046496943","https://openalex.org/W3047719754","https://openalex.org/W3096890943","https://openalex.org/W3112330479","https://openalex.org/W3114782903","https://openalex.org/W3119175057","https://openalex.org/W3122632077","https://openalex.org/W3137009953","https://openalex.org/W3167125504","https://openalex.org/W3169831453","https://openalex.org/W3174399934","https://openalex.org/W3190461479","https://openalex.org/W3199849883","https://openalex.org/W3200537287","https://openalex.org/W3200630396","https://openalex.org/W3202290758","https://openalex.org/W3208670917","https://openalex.org/W4205606793","https://openalex.org/W4214894340"],"related_works":["https://openalex.org/W187932805","https://openalex.org/W2000841861","https://openalex.org/W2909369938","https://openalex.org/W4392490004","https://openalex.org/W1641026212","https://openalex.org/W4402738807","https://openalex.org/W2911982698","https://openalex.org/W2323588885","https://openalex.org/W3047677938","https://openalex.org/W2087134418"],"abstract_inverted_index":{"Results":[0],"indicate":[1],"that":[2],"time":[3],"series-based":[4],"machine":[5],"learning":[6],"models":[7,25],"combined":[8],"with":[9],"easily":[10],"obtainable":[11],"data":[12],"can":[13,26],"predict":[14],"COVID-19":[15],"outcomes":[16],"and":[17],"support":[18],"clinical":[19],"decisions.":[20],"With":[21],"further":[22],"research,":[23],"these":[24],"potentially":[27],"help":[28],"doctors":[29],"diagnose":[30],"other":[31],"diseases.":[32]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
