{"id":"https://openalex.org/W1983347724","doi":"https://doi.org/10.1186/1472-6947-11-64","title":"Computerized prediction of intensive care unit discharge after cardiac surgery: development and validation of a Gaussian processes model","display_name":"Computerized prediction of intensive care unit discharge after cardiac surgery: development and validation of a Gaussian processes model","publication_year":2011,"publication_date":"2011-10-25","ids":{"openalex":"https://openalex.org/W1983347724","doi":"https://doi.org/10.1186/1472-6947-11-64","mag":"1983347724","pmid":"https://pubmed.ncbi.nlm.nih.gov/22027016"},"language":"en","primary_location":{"id":"doi:10.1186/1472-6947-11-64","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-11-64","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-11-64","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/10.1186/1472-6947-11-64","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048040950","display_name":"Geert Meyfroidt","orcid":"https://orcid.org/0000-0003-4259-3935"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Geert Meyfroidt","raw_affiliation_strings":["Department of Intensive Care Medicine, Katholieke Universiteit Leuven; Herestraat 49, B-3000 Leuven, Belgium. geert.meyfroidt@uz.kuleuven.be","Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven; Herestraat 49, B-3000 Leuven, Belgium. geert.meyfroidt@uz.kuleuven.be","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081063252","display_name":"Fabi\u00e1n G\u00fciza","orcid":"https://orcid.org/0000-0001-7026-0957"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Fabian G\u00fciza","raw_affiliation_strings":["Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Herestraat 49, B-3000, Leuven, Belgium","Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Herestraat 49, B-3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069232788","display_name":"Dominiek Cottem","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dominiek Cottem","raw_affiliation_strings":["Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Herestraat 49, B-3000, Leuven, Belgium","Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Herestraat 49, B-3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066623982","display_name":"Wilfried De Becker","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wilfried De Becker","raw_affiliation_strings":["Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Herestraat 49, B-3000, Leuven, Belgium","Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Herestraat 49, B-3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060694283","display_name":"K. Van Loon","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Kristien Van Loon","raw_affiliation_strings":["M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Kasteelpark Arenberg 30 - bus 2456, B-3001, Heverlee, Belgium","M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Heverlee, Belgium"],"affiliations":[{"raw_affiliation_string":"M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Kasteelpark Arenberg 30 - bus 2456, B-3001, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016096677","display_name":"Jean\u2010Marie Aerts","orcid":"https://orcid.org/0000-0001-5548-9163"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jean-Marie Aerts","raw_affiliation_strings":["M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Kasteelpark Arenberg 30 - bus 2456, B-3001, Heverlee, Belgium","M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Heverlee, Belgium"],"affiliations":[{"raw_affiliation_string":"M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Kasteelpark Arenberg 30 - bus 2456, B-3001, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058860895","display_name":"Dani\u00ebl Berckmans","orcid":"https://orcid.org/0000-0002-2974-6055"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dani\u00ebl Berckmans","raw_affiliation_strings":["M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Kasteelpark Arenberg 30 - bus 2456, B-3001, Heverlee, Belgium","M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Heverlee, Belgium"],"affiliations":[{"raw_affiliation_string":"M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Kasteelpark Arenberg 30 - bus 2456, B-3001, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"M3-BIORES, Department of Biosystems, Katholieke Universiteit Leuven, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077665746","display_name":"Jan Ramon","orcid":"https://orcid.org/0000-0002-0558-7176"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jan Ramon","raw_affiliation_strings":["Declarative Languages and Artificial Intelligence (DTAI), Department of Computer Science, Katholieke Universiteit Leuven, Celestijnenlaan 200a - bus 2402, B-3001, Heverlee, Belgium","Declarative Languages and Artificial Intelligence (DTAI), Department of Computer Science, Katholieke Universiteit Leuven, Heverlee, Belgium"],"affiliations":[{"raw_affiliation_string":"Declarative Languages and Artificial Intelligence (DTAI), Department of Computer Science, Katholieke Universiteit Leuven, Celestijnenlaan 200a - bus 2402, B-3001, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Declarative Languages and Artificial Intelligence (DTAI), Department of Computer Science, Katholieke Universiteit Leuven, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004343076","display_name":"Maurice Bruynooghe","orcid":"https://orcid.org/0000-0002-6881-1462"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Maurice Bruynooghe","raw_affiliation_strings":["Declarative Languages and Artificial Intelligence (DTAI), Department of Computer Science, Katholieke Universiteit Leuven, Celestijnenlaan 200a - bus 2402, B-3001, Heverlee, Belgium","Declarative Languages and Artificial Intelligence (DTAI), Department of Computer Science, Katholieke Universiteit Leuven, Heverlee, Belgium"],"affiliations":[{"raw_affiliation_string":"Declarative Languages and Artificial Intelligence (DTAI), Department of Computer Science, Katholieke Universiteit Leuven, Celestijnenlaan 200a - bus 2402, B-3001, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Declarative Languages and Artificial Intelligence (DTAI), Department of Computer Science, Katholieke Universiteit Leuven, Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088025499","display_name":"Greet Van den Berghe","orcid":"https://orcid.org/0000-0002-5320-1362"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Greet Van den Berghe","raw_affiliation_strings":["Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Herestraat 49, B-3000, Leuven, Belgium","Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Herestraat 49, B-3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Intensive Care Medicine, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5048040950"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":1.7982,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.8380447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"64","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9965000152587891,"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"}},"topics":[{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9965000152587891,"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/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/brier-score","display_name":"Brier score","score":0.9551615118980408},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7259769439697266},{"id":"https://openalex.org/keywords/intensive-care-unit","display_name":"Intensive care unit","score":0.6172526478767395},{"id":"https://openalex.org/keywords/euroscore","display_name":"EuroSCORE","score":0.5628291964530945},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.46621614694595337},{"id":"https://openalex.org/keywords/intensive-care","display_name":"Intensive care","score":0.44740229845046997},{"id":"https://openalex.org/keywords/cardiac-surgery","display_name":"Cardiac surgery","score":0.42685627937316895},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4140700697898865},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.24969801306724548},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.22215846180915833},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12315258383750916}],"concepts":[{"id":"https://openalex.org/C35405484","wikidata":"https://www.wikidata.org/wiki/Q4967066","display_name":"Brier score","level":2,"score":0.9551615118980408},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7259769439697266},{"id":"https://openalex.org/C2776376669","wikidata":"https://www.wikidata.org/wiki/Q5094647","display_name":"Intensive care unit","level":2,"score":0.6172526478767395},{"id":"https://openalex.org/C2779040412","wikidata":"https://www.wikidata.org/wiki/Q5411565","display_name":"EuroSCORE","level":3,"score":0.5628291964530945},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.46621614694595337},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.44740229845046997},{"id":"https://openalex.org/C2778789114","wikidata":"https://www.wikidata.org/wiki/Q235007","display_name":"Cardiac surgery","level":2,"score":0.42685627937316895},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4140700697898865},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.24969801306724548},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.22215846180915833},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12315258383750916}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"D006348","descriptor_name":"Cardiac Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006348","descriptor_name":"Cardiac Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006348","descriptor_name":"Cardiac Surgical Procedures","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":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D007902","descriptor_name":"Length of Stay","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007902","descriptor_name":"Length of Stay","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007902","descriptor_name":"Length of Stay","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010351","descriptor_name":"Patient Discharge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013514","descriptor_name":"Surgical Procedures, Operative","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013514","descriptor_name":"Surgical Procedures, Operative","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013514","descriptor_name":"Surgical Procedures, Operative","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","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:10.1186/1472-6947-11-64","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-11-64","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-11-64","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:22027016","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22027016","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:oai:doaj.org/article:a299005b49bf4358b6d324347d5050aa","is_oa":true,"landing_page_url":"https://doaj.org/article/a299005b49bf4358b6d324347d5050aa","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 11, Iss 1, p 64 (2011)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2242295","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3228706","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/321307","is_oa":true,"landing_page_url":"http://www.biomedcentral.com/1472-6947/11/64","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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 Medical Informatics and Decision Making, vol. 11 (64), Art.No. ARTN 64, (1-13)","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1186/1472-6947-11-64","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1472-6947-11-64","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/1472-6947-11-64","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":"Peace, Justice and strong institutions","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3231420740","display_name":null,"funder_award_id":"postdoc","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G3888816979","display_name":null,"funder_award_id":"Methusalem","funder_id":"https://openalex.org/F4320327336","funder_display_name":"Vlaamse regering"},{"id":"https://openalex.org/G4964347994","display_name":null,"funder_award_id":"Methusalem","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6103806552","display_name":null,"funder_award_id":"G.0533.06","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7895516993","display_name":null,"funder_award_id":"Belgium","funder_id":"https://openalex.org/F4320322308","funder_display_name":"KU Leuven"}],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1983347724.pdf","grobid_xml":"https://content.openalex.org/works/W1983347724.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W30510676","https://openalex.org/W75789687","https://openalex.org/W178020778","https://openalex.org/W1746819321","https://openalex.org/W1970469037","https://openalex.org/W1990748933","https://openalex.org/W1998435896","https://openalex.org/W2000566182","https://openalex.org/W2036131137","https://openalex.org/W2038844888","https://openalex.org/W2047634553","https://openalex.org/W2063507658","https://openalex.org/W2069151137","https://openalex.org/W2070649525","https://openalex.org/W2073241381","https://openalex.org/W2073299367","https://openalex.org/W2075227608","https://openalex.org/W2077204677","https://openalex.org/W2085940374","https://openalex.org/W2099512440","https://openalex.org/W2099614715","https://openalex.org/W2099955472","https://openalex.org/W2103876033","https://openalex.org/W2114462078","https://openalex.org/W2135542802","https://openalex.org/W2147314687","https://openalex.org/W2156202966","https://openalex.org/W2156280121","https://openalex.org/W2161462195","https://openalex.org/W2168296763","https://openalex.org/W2292623833","https://openalex.org/W2297716127","https://openalex.org/W2328176404","https://openalex.org/W2416350429","https://openalex.org/W4211049957","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2474790959","https://openalex.org/W2202501098","https://openalex.org/W2057630253","https://openalex.org/W2412315275","https://openalex.org/W1995317648","https://openalex.org/W2168296763","https://openalex.org/W2740671600","https://openalex.org/W2889010970","https://openalex.org/W2327606279","https://openalex.org/W2331454882"],"abstract_inverted_index":{"A":[0],"GP":[1,41,68],"model":[2,42,69],"that":[3],"uses":[4],"PDMS":[5],"data":[6],"of":[7,17],"the":[8,15,29,50,53,71],"first":[9],"4":[10],"hours":[11],"after":[12],"admission":[13],"in":[14],"ICU":[16,30,54,65],"scheduled":[18],"adult":[19],"cardiac":[20],"surgery":[21],"patients":[22],"was":[23,70],"able":[24],"to":[25],"predict":[26],"discharge":[27],"from":[28],"as":[31,34,36,59,61],"a":[32,37,44],"classification":[33],"well":[35,73],"regression":[38],"task.":[39],"The":[40,67],"demonstrated":[43],"significantly":[45],"better":[46],"discriminative":[47],"power":[48],"than":[49],"EuroSCORE":[51],"and":[52,56],"nurses,":[55],"at":[57],"least":[58],"good":[60],"predictions":[62],"done":[63],"by":[64],"physicians.":[66],"only":[72],"calibrated":[74],"model.":[75]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}