{"id":"https://openalex.org/W161863130","doi":"https://doi.org/10.1007/978-3-540-73599-1_11","title":"Discovery and Integration of Organ-Failure Episodes in Mortality Prediction","display_name":"Discovery and Integration of Organ-Failure Episodes in Mortality Prediction","publication_year":2007,"publication_date":"2007-08-29","ids":{"openalex":"https://openalex.org/W161863130","doi":"https://doi.org/10.1007/978-3-540-73599-1_11","mag":"161863130"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-73599-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73599-1_11","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/A5111591953","display_name":"Tudor Toma","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I2802928900","display_name":"Academic Medical Center","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Tudor Toma","raw_affiliation_strings":["Academic Medical Center, Universiteit van Amsterdam, Department of Medical Informatics, P.O. Box 22700, 1100 DE Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Academic Medical Center, Universiteit van Amsterdam, Department of Medical Informatics, P.O. Box 22700, 1100 DE Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I2802928900","https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075388940","display_name":"Ameen Abu\u2010Hanna","orcid":"https://orcid.org/0000-0003-4324-7954"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I2802928900","display_name":"Academic Medical Center","ror":"https://ror.org/03t4gr691","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802928900","https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ameen Abu-Hanna","raw_affiliation_strings":["Academic Medical Center, Universiteit van Amsterdam, Department of Medical Informatics, P.O. Box 22700, 1100 DE Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Academic Medical Center, Universiteit van Amsterdam, Department of Medical Informatics, P.O. Box 22700, 1100 DE Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I2802928900","https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111776754","display_name":"Robert-Jan Bosman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105568","display_name":"OLVG","ror":"https://ror.org/01d02sf11","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210105568"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Robert-Jan Bosman","raw_affiliation_strings":["Department of Intensive Care, Onze Lieve Vrouwe Gasthuis, 1e Oosterparkstraat 279, P.O. box 10550, 1090 HM Amsterdam, The Netherlands","Department of Intensive Care, Onze Lieve Vrouwe Gasthuis, 1e Oosterparkstraat 279, P.O. box 10550, 1090 HM Amsterdam, The Netherlands#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Intensive Care, Onze Lieve Vrouwe Gasthuis, 1e Oosterparkstraat 279, P.O. box 10550, 1090 HM Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210105568"]},{"raw_affiliation_string":"Department of Intensive Care, Onze Lieve Vrouwe Gasthuis, 1e Oosterparkstraat 279, P.O. box 10550, 1090 HM Amsterdam, The Netherlands#TAB#","institution_ids":["https://openalex.org/I4210105568"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111591953"],"corresponding_institution_ids":["https://openalex.org/I2802928900","https://openalex.org/I887064364"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.229,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49068666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"97","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9948999881744385,"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":0.9948999881744385,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9424999952316284,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/collinearity","display_name":"Collinearity","score":0.843835711479187},{"id":"https://openalex.org/keywords/sofa-score","display_name":"SOFA score","score":0.688764750957489},{"id":"https://openalex.org/keywords/organ-system","display_name":"Organ system","score":0.6103257536888123},{"id":"https://openalex.org/keywords/intensive-care","display_name":"Intensive care","score":0.5583740472793579},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5055639743804932},{"id":"https://openalex.org/keywords/predictive-value","display_name":"Predictive value","score":0.45929592847824097},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4359627366065979},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.40926527976989746},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3958010673522949},{"id":"https://openalex.org/keywords/critically-ill","display_name":"Critically ill","score":0.3277488052845001},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21836352348327637},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16208204627037048},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07406923174858093}],"concepts":[{"id":"https://openalex.org/C106192678","wikidata":"https://www.wikidata.org/wiki/Q1419761","display_name":"Collinearity","level":2,"score":0.843835711479187},{"id":"https://openalex.org/C2777465075","wikidata":"https://www.wikidata.org/wiki/Q7392039","display_name":"SOFA score","level":3,"score":0.688764750957489},{"id":"https://openalex.org/C3018799218","wikidata":"https://www.wikidata.org/wiki/Q188193","display_name":"Organ system","level":3,"score":0.6103257536888123},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.5583740472793579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5055639743804932},{"id":"https://openalex.org/C3019719930","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value","level":2,"score":0.45929592847824097},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4359627366065979},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.40926527976989746},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3958010673522949},{"id":"https://openalex.org/C2991859549","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Critically ill","level":2,"score":0.3277488052845001},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21836352348327637},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16208204627037048},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07406923174858093},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-73599-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73599-1_11","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":[{"id":"https://metadata.un.org/sdg/3","score":0.6499999761581421,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W20722260","https://openalex.org/W69783631","https://openalex.org/W1480376833","https://openalex.org/W1484413656","https://openalex.org/W1506285740","https://openalex.org/W1523842520","https://openalex.org/W1554944419","https://openalex.org/W1641039719","https://openalex.org/W1971806377","https://openalex.org/W1973747304","https://openalex.org/W1973948212","https://openalex.org/W1981757160","https://openalex.org/W1990934962","https://openalex.org/W1995945562","https://openalex.org/W2008364414","https://openalex.org/W2009435671","https://openalex.org/W2016449808","https://openalex.org/W2027888996","https://openalex.org/W2036467144","https://openalex.org/W2071637551","https://openalex.org/W2083706589","https://openalex.org/W2085572276","https://openalex.org/W2099512440","https://openalex.org/W2109325327","https://openalex.org/W2115709314","https://openalex.org/W2128349740","https://openalex.org/W2156026066","https://openalex.org/W2168717062","https://openalex.org/W2400147029","https://openalex.org/W2797114046","https://openalex.org/W3106889297","https://openalex.org/W3175417087","https://openalex.org/W4293242440","https://openalex.org/W4298186428","https://openalex.org/W4298222310"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W1531601525","https://openalex.org/W2159670039","https://openalex.org/W4226120311","https://openalex.org/W190549012","https://openalex.org/W161863130"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
