{"id":"https://openalex.org/W1581682034","doi":"https://doi.org/10.1007/3-540-48229-6_13","title":"A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care","display_name":"A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W1581682034","doi":"https://doi.org/10.1007/3-540-48229-6_13","mag":"1581682034"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-48229-6_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-48229-6_13","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/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"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Ameen Abu-Hanna","raw_affiliation_strings":["Department of Medical Informatics, AMC-University of Amsterdam, Meibergdreef 15, 1105 AZ, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, AMC-University of Amsterdam, Meibergdreef 15, 1105 AZ, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040614650","display_name":"Nicolette F. de Keizer","orcid":"https://orcid.org/0000-0002-6651-1730"},"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"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nicolette de Keizer","raw_affiliation_strings":["Department of Medical Informatics, AMC-University of Amsterdam, Meibergdreef 15, 1105 AZ, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, AMC-University of Amsterdam, Meibergdreef 15, 1105 AZ, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075388940"],"corresponding_institution_ids":["https://openalex.org/I887064364"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13637761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9958999752998352,"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":0.9958999752998352,"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.9864000082015991,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.974399983882904,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.83918297290802},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6136879324913025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.495355486869812},{"id":"https://openalex.org/keywords/intensive-care","display_name":"Intensive care","score":0.46650901436805725},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.45463743805885315},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37955692410469055},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3463132977485657},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.12893617153167725},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07103157043457031},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06425264477729797}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.83918297290802},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6136879324913025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.495355486869812},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.46650901436805725},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.45463743805885315},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37955692410469055},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3463132977485657},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.12893617153167725},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07103157043457031},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06425264477729797},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-48229-6_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-48229-6_13","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1523842520","https://openalex.org/W1559060276","https://openalex.org/W1973948212","https://openalex.org/W1986994540","https://openalex.org/W1990453878","https://openalex.org/W2024081693","https://openalex.org/W2029340140","https://openalex.org/W2033339846","https://openalex.org/W2044734436","https://openalex.org/W2071637551","https://openalex.org/W2128349740","https://openalex.org/W2140468511","https://openalex.org/W2148371346","https://openalex.org/W2224157011","https://openalex.org/W2797114046","https://openalex.org/W4253016408","https://openalex.org/W4293242440","https://openalex.org/W4298186428","https://openalex.org/W4298222310"],"related_works":["https://openalex.org/W2886576250","https://openalex.org/W2961085424","https://openalex.org/W4327811663","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W4366979180","https://openalex.org/W2377198601","https://openalex.org/W2381980924","https://openalex.org/W2353774927","https://openalex.org/W2081026125"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
