{"id":"https://openalex.org/W2998044238","doi":"https://doi.org/10.1007/978-3-030-37446-4_4","title":"Modelling ICU Patients to Improve Care Requirements and Outcome Prediction of Acute Respiratory Distress Syndrome: A Supervised Learning Approach","display_name":"Modelling ICU Patients to Improve Care Requirements and Outcome Prediction of Acute Respiratory Distress Syndrome: A Supervised Learning Approach","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2998044238","doi":"https://doi.org/10.1007/978-3-030-37446-4_4","mag":"2998044238"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-37446-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37446-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101462363","display_name":"Mohammed Sayed","orcid":"https://orcid.org/0000-0002-1944-9436"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Mohammed Sayed","raw_affiliation_strings":["Universitat Rovira i Virgili, Av Paisos Catalans 26, 43007, Tarragona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1944-9436","affiliations":[{"raw_affiliation_string":"Universitat Rovira i Virgili, Av Paisos Catalans 26, 43007, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079194443","display_name":"David Ria\u00f1o","orcid":"https://orcid.org/0000-0002-0198-1424"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Ria\u00f1o","raw_affiliation_strings":["Universitat Rovira i Virgili, Av Paisos Catalans 26, 43007, Tarragona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0198-1424","affiliations":[{"raw_affiliation_string":"Universitat Rovira i Virgili, Av Paisos Catalans 26, 43007, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101462363"],"corresponding_institution_ids":["https://openalex.org/I55952717"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0544,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91784882,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"39","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10322","display_name":"Respiratory Support and Mechanisms","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10322","display_name":"Respiratory Support and Mechanisms","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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":0.998199999332428,"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"}},{"id":"https://openalex.org/T10867","display_name":"Intensive Care Unit Cognitive Disorders","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care Medicine"},"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/ards","display_name":"ARDS","score":0.933712363243103},{"id":"https://openalex.org/keywords/acute-respiratory-distress","display_name":"Acute respiratory distress","score":0.7746214866638184},{"id":"https://openalex.org/keywords/intensive-care","display_name":"Intensive care","score":0.7152830362319946},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6220645904541016},{"id":"https://openalex.org/keywords/mechanical-ventilation","display_name":"Mechanical ventilation","score":0.5912909507751465},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.5558851957321167},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.4879533648490906},{"id":"https://openalex.org/keywords/acute-respiratory-failure","display_name":"Acute respiratory failure","score":0.4356841444969177},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.34357160329818726},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11898297071456909},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.10228824615478516}],"concepts":[{"id":"https://openalex.org/C2776348555","wikidata":"https://www.wikidata.org/wiki/Q344873","display_name":"ARDS","level":3,"score":0.933712363243103},{"id":"https://openalex.org/C2909621147","wikidata":"https://www.wikidata.org/wiki/Q344873","display_name":"Acute respiratory distress","level":3,"score":0.7746214866638184},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.7152830362319946},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6220645904541016},{"id":"https://openalex.org/C2777080012","wikidata":"https://www.wikidata.org/wiki/Q3766250","display_name":"Mechanical ventilation","level":2,"score":0.5912909507751465},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.5558851957321167},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.4879533648490906},{"id":"https://openalex.org/C2910844663","wikidata":"https://www.wikidata.org/wiki/Q767485","display_name":"Acute respiratory failure","level":3,"score":0.4356841444969177},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.34357160329818726},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11898297071456909},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.10228824615478516},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-37446-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37446-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1583700199","https://openalex.org/W1803784511","https://openalex.org/W1975115574","https://openalex.org/W1985372952","https://openalex.org/W2064078928","https://openalex.org/W2067562626","https://openalex.org/W2161328469","https://openalex.org/W2286228001","https://openalex.org/W2327683188","https://openalex.org/W2396881363","https://openalex.org/W2554877696","https://openalex.org/W2560368668","https://openalex.org/W2623902889","https://openalex.org/W2736255764","https://openalex.org/W2737166269","https://openalex.org/W2768348081","https://openalex.org/W2793513555","https://openalex.org/W2905620417","https://openalex.org/W2923808270","https://openalex.org/W2924755477","https://openalex.org/W6600474606"],"related_works":["https://openalex.org/W2121348586","https://openalex.org/W3109505888","https://openalex.org/W2058958688","https://openalex.org/W2493937886","https://openalex.org/W2335616073","https://openalex.org/W103021685","https://openalex.org/W2329701331","https://openalex.org/W3127332634","https://openalex.org/W2781222976","https://openalex.org/W2024271466"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}