{"id":"https://openalex.org/W4323306396","doi":"https://doi.org/10.1515/jib-2022-0047","title":"Application of machine learning approach in emergency department to support clinical decision making for SARS-CoV-2 infected patients","display_name":"Application of machine learning approach in emergency department to support clinical decision making for SARS-CoV-2 infected patients","publication_year":2023,"publication_date":"2023-03-06","ids":{"openalex":"https://openalex.org/W4323306396","doi":"https://doi.org/10.1515/jib-2022-0047","pmid":"https://pubmed.ncbi.nlm.nih.gov/36877860"},"language":"en","primary_location":{"id":"doi:10.1515/jib-2022-0047","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2022-0047","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jib-2022-0047/pdf","source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.degruyter.com/document/doi/10.1515/jib-2022-0047/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007193887","display_name":"Nicol\u00f2 Casano","orcid":null},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicol\u00f2 Casano","raw_affiliation_strings":["School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027025954","display_name":"Silvano Junior Santini","orcid":"https://orcid.org/0000-0001-6577-5892"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvano Junior Santini","raw_affiliation_strings":["Francesco Balsano Foundation , Via Giovanni Battista Martini 6, 00198 , Rome , Italy","School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Francesco Balsano Foundation , Via Giovanni Battista Martini 6, 00198 , Rome , Italy","institution_ids":[]},{"raw_affiliation_string":"School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091618398","display_name":"Pierpaolo Vittorini","orcid":"https://orcid.org/0000-0002-6975-8958"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierpaolo Vittorini","raw_affiliation_strings":["School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy"],"raw_orcid":"https://orcid.org/0000-0002-6975-8958","affiliations":[{"raw_affiliation_string":"School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050386026","display_name":"Gaia Sinatti","orcid":null},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gaia Sinatti","raw_affiliation_strings":["Francesco Balsano Foundation , Via Giovanni Battista Martini 6, 00198 , Rome , Italy","School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Francesco Balsano Foundation , Via Giovanni Battista Martini 6, 00198 , Rome , Italy","institution_ids":[]},{"raw_affiliation_string":"School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049797129","display_name":"P Carducci","orcid":null},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Carducci","raw_affiliation_strings":["School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030751316","display_name":"Claudio Maria Mastroianni","orcid":"https://orcid.org/0000-0002-1286-467X"},"institutions":[{"id":"https://openalex.org/I2800330116","display_name":"Policlinico Umberto I","ror":"https://ror.org/011cabk38","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2800330116"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Maria Mastroianni","raw_affiliation_strings":["Department of Public Health and Infectious Diseases , \u201cSapienza\u201d University of Rome, Policlinico Umberto I Hospital , Rome , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health and Infectious Diseases , \u201cSapienza\u201d University of Rome, Policlinico Umberto I Hospital , Rome , Italy","institution_ids":["https://openalex.org/I2800330116","https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047170015","display_name":"Maria Rosa Ciardi","orcid":"https://orcid.org/0000-0002-0894-6496"},"institutions":[{"id":"https://openalex.org/I2800330116","display_name":"Policlinico Umberto I","ror":"https://ror.org/011cabk38","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2800330116"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Rosa Ciardi","raw_affiliation_strings":["Department of Public Health and Infectious Diseases , \u201cSapienza\u201d University of Rome, Policlinico Umberto I Hospital , Rome , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health and Infectious Diseases , \u201cSapienza\u201d University of Rome, Policlinico Umberto I Hospital , Rome , Italy","institution_ids":["https://openalex.org/I2800330116","https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050932097","display_name":"Patrizia Pasculli","orcid":"https://orcid.org/0000-0002-6678-6865"},"institutions":[{"id":"https://openalex.org/I2800330116","display_name":"Policlinico Umberto I","ror":"https://ror.org/011cabk38","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2800330116"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizia Pasculli","raw_affiliation_strings":["Department of Public Health and Infectious Diseases , \u201cSapienza\u201d University of Rome, Policlinico Umberto I Hospital , Rome , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health and Infectious Diseases , \u201cSapienza\u201d University of Rome, Policlinico Umberto I Hospital , Rome , Italy","institution_ids":["https://openalex.org/I2800330116","https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043549598","display_name":"Emiliano Petrucci","orcid":null},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emiliano Petrucci","raw_affiliation_strings":["Department of Anesthesiology, Intensive Care and Pain Treatment , University of L\u2019Aquila , L\u2019Aquila , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Intensive Care and Pain Treatment , University of L\u2019Aquila , L\u2019Aquila , Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057876293","display_name":"Franco Marinangeli","orcid":"https://orcid.org/0000-0002-4931-7717"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Franco Marinangeli","raw_affiliation_strings":["Department of Anesthesiology, Intensive Care and Pain Treatment , University of L\u2019Aquila , L\u2019Aquila , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Intensive Care and Pain Treatment , University of L\u2019Aquila , L\u2019Aquila , Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076683212","display_name":"Clara Balsano","orcid":"https://orcid.org/0000-0002-9615-7031"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Clara Balsano","raw_affiliation_strings":["Francesco Balsano Foundation , Via Giovanni Battista Martini 6, 00198 , Rome , Italy","School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Francesco Balsano Foundation , Via Giovanni Battista Martini 6, 00198 , Rome , Italy","institution_ids":[]},{"raw_affiliation_string":"School of Emergency Medicine, Interdisciplinary BioMedical group on Artificial Intelligence, IBMAI, Department MeSVA , University of L\u2019Aquila , L\u2019Aquila , Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5076683212"],"corresponding_institution_ids":["https://openalex.org/I26415053"],"apc_list":null,"apc_paid":null,"fwci":2.2366,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.87568537,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"20","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9993000030517578,"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":0.9993000030517578,"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/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.9990000128746033,"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/emergency-department","display_name":"Emergency department","score":0.6080511808395386},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5725820064544678},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5239030122756958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5165061354637146},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.5091163516044617},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4940991699695587},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4884282648563385},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.46455687284469604},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.45977529883384705},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.43597257137298584},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.39113110303878784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37161773443222046},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.32264935970306396},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.1720268726348877}],"concepts":[{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.6080511808395386},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5725820064544678},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5239030122756958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5165061354637146},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.5091163516044617},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4940991699695587},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4884282648563385},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.46455687284469604},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.45977529883384705},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.43597257137298584},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.39113110303878784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37161773443222046},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.32264935970306396},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.1720268726348877},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000066491","descriptor_name":"Clinical Decision-Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","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":true},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","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}],"locations_count":5,"locations":[{"id":"doi:10.1515/jib-2022-0047","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2022-0047","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jib-2022-0047/pdf","source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},{"id":"pmid:36877860","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36877860","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":"Journal of integrative bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10561065","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10561065","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10561065/pdf/jib-20-2-jib-2022-0047.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Integr Bioinform","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:de5807c73eb14b22b09666c81471116d","is_oa":true,"landing_page_url":"https://doaj.org/article/de5807c73eb14b22b09666c81471116d","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":"Journal of Integrative Bioinformatics, Vol 20, Iss 2, Pp 1813-26 (2023)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:113187","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/113187","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1515/jib-2022-0047","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2022-0047","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jib-2022-0047/pdf","source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4323306396.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1803784511","https://openalex.org/W1831050183","https://openalex.org/W2010279428","https://openalex.org/W2040615655","https://openalex.org/W2083844448","https://openalex.org/W2115098571","https://openalex.org/W2135107501","https://openalex.org/W2295598076","https://openalex.org/W2620241325","https://openalex.org/W2906476728","https://openalex.org/W2911964244","https://openalex.org/W2929110666","https://openalex.org/W3013363257","https://openalex.org/W3015433395","https://openalex.org/W3027630905","https://openalex.org/W3045165849","https://openalex.org/W3046629770","https://openalex.org/W3087049386","https://openalex.org/W3106681350","https://openalex.org/W3109130608","https://openalex.org/W3111739401","https://openalex.org/W3120366519","https://openalex.org/W3123407365","https://openalex.org/W3127193704","https://openalex.org/W3128361403","https://openalex.org/W3128978812","https://openalex.org/W3130988128","https://openalex.org/W3152923960","https://openalex.org/W3160884915","https://openalex.org/W3160918102","https://openalex.org/W3169554784","https://openalex.org/W3178381761","https://openalex.org/W3189284249","https://openalex.org/W3196353849","https://openalex.org/W3201177512","https://openalex.org/W3204229040","https://openalex.org/W3205962060","https://openalex.org/W4200026214","https://openalex.org/W4212770270","https://openalex.org/W4226391429","https://openalex.org/W4297957988","https://openalex.org/W4300187280","https://openalex.org/W4306800007"],"related_works":["https://openalex.org/W4381328000","https://openalex.org/W2109147503","https://openalex.org/W4384345078","https://openalex.org/W2141668586","https://openalex.org/W2946391707","https://openalex.org/W2255678829","https://openalex.org/W2164384113","https://openalex.org/W2092734722","https://openalex.org/W4229441083","https://openalex.org/W1548635867"],"abstract_inverted_index":{"To":[0,96,115],"support":[1],"physicians":[2],"in":[3,15],"clinical":[4,38,70,179],"decision":[5],"process":[6],"on":[7,65],"patients":[8,54],"affected":[9],"by":[10],"Coronavirus":[11],"Disease":[12],"2019":[13],"(COVID-19)":[14],"areas":[16],"with":[17,35,107,126,145,163],"a":[18,49,66],"low":[19],"vaccination":[20],"rate,":[21],"we":[22,79],"devised":[23,80],"and":[24,39,71,75,92,177],"evaluated":[25],"the":[26,60,119,138,164],"performances":[27,170],"of":[28,51,59,69,113,133,152,181],"several":[29],"machine":[30],"learning":[31],"(ML)":[32],"classifiers":[33],"fed":[34],"readily":[36],"available":[37],"laboratory":[40],"data.":[41],"Our":[42],"observational":[43],"retrospective":[44],"study":[45],"collected":[46],"data":[47],"from":[48,88,175],"cohort":[50],"779":[52],"COVID-19":[53],"presenting":[55],"to":[56,84,158,171],"three":[57],"hospitals":[58],"Lazio-Abruzzo":[61],"area":[62],"(Italy).":[63],"Based":[64],"different":[67],"selection":[68],"respiratory":[72],"(ROX":[73],"index":[74,109,128],"PaO2/FiO2":[76],"ratio)":[77],"variables,":[78],"an":[81,104,123,131,142,150,167],"AI-driven":[82],"tool":[83],"predict":[85,97,116],"safe":[86,98,173],"discharge":[87,99,174],"ED,":[89],"disease":[90,117],"severity":[91,118],"mortality":[93,136],"during":[94],"hospitalization.":[95],"our":[100,159],"best":[101,120,139],"classifier":[102,121,140],"is":[103],"RF":[105,124,143],"integrated":[106,125,144],"ROX":[108,127,146],"that":[110,129,148],"reached":[111,130,149],"AUC":[112,132,151],"0.96.":[114],"was":[122,141],"0.91.":[134,153],"For":[135],"prediction":[137],"index,":[147],"The":[154],"results":[155],"obtained":[156],"thanks":[157],"algorithms":[160],"are":[161],"consistent":[162],"scientific":[165],"literature":[166],"accomplish":[168],"significant":[169],"forecast":[172],"ED":[176],"severe":[178],"course":[180],"COVID-19.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-02-03T00:53:05.648605","created_date":"2025-10-10T00:00:00"}