{"id":"https://openalex.org/W2107275970","doi":"https://doi.org/10.1007/11527770_7","title":"Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data","display_name":"Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2107275970","doi":"https://doi.org/10.1007/11527770_7","mag":"2107275970"},"language":"en","primary_location":{"id":"doi:10.1007/11527770_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11527770_7","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2066/33089","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062687599","display_name":"Stefan Visscher","orcid":null},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Stefan Visscher","raw_affiliation_strings":["Department of Internal Medicine and Infectious Diseases, University Medical Center Utrecht, The Netherlands","Department of Internal Medicine and Infectious Diseases, University Medical Center, Utrecht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine and Infectious Diseases, University Medical Center Utrecht, The Netherlands","institution_ids":["https://openalex.org/I3018483916"]},{"raw_affiliation_string":"Department of Internal Medicine and Infectious Diseases, University Medical Center, Utrecht, the Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007761892","display_name":"Peter Lucas","orcid":"https://orcid.org/0000-0001-5454-2428"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter Lucas","raw_affiliation_strings":["Institute for Computing and Information Sciences, Radboud University Nijmegen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computing and Information Sciences, Radboud University Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074609014","display_name":"Karin Schurink","orcid":null},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Karin Schurink","raw_affiliation_strings":["Department of Internal Medicine and Infectious Diseases, University Medical Center Utrecht, The Netherlands","Department of Internal Medicine and Infectious Diseases, University Medical Center, Utrecht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine and Infectious Diseases, University Medical Center Utrecht, The Netherlands","institution_ids":["https://openalex.org/I3018483916"]},{"raw_affiliation_string":"Department of Internal Medicine and Infectious Diseases, University Medical Center, Utrecht, the Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055970684","display_name":"Marc J. M. Bonten","orcid":"https://orcid.org/0000-0002-9095-9201"},"institutions":[{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marc Bonten","raw_affiliation_strings":["Department of Internal Medicine and Infectious Diseases, University Medical Center Utrecht, The Netherlands","Department of Internal Medicine and Infectious Diseases, University Medical Center, Utrecht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine and Infectious Diseases, University Medical Center Utrecht, The Netherlands","institution_ids":["https://openalex.org/I3018483916"]},{"raw_affiliation_string":"Department of Internal Medicine and Infectious Diseases, University Medical Center, Utrecht, the Netherlands","institution_ids":["https://openalex.org/I3018483916"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3602,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5758988,"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":"48","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.982699990272522,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9671000242233276,"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/bayesian-network","display_name":"Bayesian network","score":0.7402262687683105},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6547932028770447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5394684672355652},{"id":"https://openalex.org/keywords/variable-order-bayesian-network","display_name":"Variable-order Bayesian network","score":0.4945025146007538},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47614216804504395},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4533509612083435},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4515886604785919},{"id":"https://openalex.org/keywords/pneumonia","display_name":"Pneumonia","score":0.44172191619873047},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.37555864453315735},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3541693091392517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32806235551834106},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2993399500846863},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.21092817187309265}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7402262687683105},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6547932028770447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5394684672355652},{"id":"https://openalex.org/C71983512","wikidata":"https://www.wikidata.org/wiki/Q7915687","display_name":"Variable-order Bayesian network","level":4,"score":0.4945025146007538},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47614216804504395},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4533509612083435},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4515886604785919},{"id":"https://openalex.org/C2777914695","wikidata":"https://www.wikidata.org/wiki/Q12192","display_name":"Pneumonia","level":2,"score":0.44172191619873047},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.37555864453315735},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3541693091392517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32806235551834106},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2993399500846863},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.21092817187309265}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/11527770_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11527770_7","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"},{"id":"pmh:ru:oai:repository.ubn.ru.nl:2066/33089","is_oa":true,"landing_page_url":"http://hdl.handle.net/2066/33089","pdf_url":"http://hdl.handle.net/2066/33089","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Miksch, S. (ed.), Artificial Intelligence in Medicine: 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005. Proceedings, 48 - 52. Berlin : Springer","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:ru:oai:repository.ubn.ru.nl:2066/33089","is_oa":true,"landing_page_url":"http://hdl.handle.net/2066/33089","pdf_url":"http://hdl.handle.net/2066/33089","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Miksch, S. (ed.), Artificial Intelligence in Medicine: 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005. Proceedings, 48 - 52. Berlin : Springer","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2107275970.pdf","grobid_xml":"https://content.openalex.org/works/W2107275970.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2006688933","https://openalex.org/W2029800614","https://openalex.org/W2116981799","https://openalex.org/W2150769881","https://openalex.org/W2168717062"],"related_works":["https://openalex.org/W2383034311","https://openalex.org/W2592745513","https://openalex.org/W643788828","https://openalex.org/W2391701421","https://openalex.org/W201565394","https://openalex.org/W4309448762","https://openalex.org/W2353852789","https://openalex.org/W2985695769","https://openalex.org/W1700460858","https://openalex.org/W2360426857"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
