{"id":"https://openalex.org/W2099275165","doi":"https://doi.org/10.1109/cbms.2002.1011355","title":"Optimized model tuning in medical systems","display_name":"Optimized model tuning in medical systems","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2099275165","doi":"https://doi.org/10.1109/cbms.2002.1011355","mag":"2099275165"},"language":"en","primary_location":{"id":"doi:10.1109/cbms.2002.1011355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2002.1011355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002)","raw_type":"proceedings-article"},"type":"article","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/A5027771966","display_name":"J. Klema","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"J. Klema","raw_affiliation_strings":["Department of Cybernetics, CTU-Prague, Prague, Czech Republic","Dept. of Cybern., Czech Tech. Univ., Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Cybernetics, CTU-Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Dept. of Cybern., Czech Tech. Univ., Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004892921","display_name":"Ji\u0159\u0131\u0301 Kubal\u0131\u0301k","orcid":"https://orcid.org/0000-0002-6965-6142"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"J. Kubalik","raw_affiliation_strings":["Department of Cybernetics, CTU-Prague, Prague, Czech Republic","Dept. of Cybern., Czech Tech. Univ., Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Cybernetics, CTU-Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Dept. of Cybern., Czech Tech. Univ., Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001338273","display_name":"J. Palous","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"J. Palous","raw_affiliation_strings":["Department of Cybernetics, CTU-Prague, Prague, Czech Republic","Dept. of Cybern., Czech Tech. Univ., Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Cybernetics, CTU-Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Dept. of Cybern., Czech Tech. Univ., Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027771966"],"corresponding_institution_ids":["https://openalex.org/I44504214"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.22322763,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"59","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9570000171661377,"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"}},"topics":[{"id":"https://openalex.org/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9570000171661377,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.7148725986480713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5951933860778809},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5467849373817444},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.34733840823173523},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29623836278915405}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.7148725986480713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5951933860778809},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5467849373817444},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.34733840823173523},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29623836278915405},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cbms.2002.1011355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2002.1011355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1536573561","https://openalex.org/W2152150600","https://openalex.org/W2157825442","https://openalex.org/W2904250082","https://openalex.org/W3023540311"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"For":[0],"patients":[1,19],"considering":[2],"elective":[3,29],"major":[4],"surgery,":[5,31],"information":[6],"about":[7,25],"operative":[8],"mortality":[9],"risks":[10,51],"is":[11,61,79,90],"essential":[12],"for":[13,116],"careful":[14],"decision":[15],"making.":[16],"To":[17],"help":[18],"and":[20,44,81,97,105],"surgeons":[21],"make":[22],"informed":[23],"decisions":[24],"whether":[26],"to":[27,53,92],"undergo":[28],"high-risk":[30],"a":[32,48,110],"reliable":[33],"predictive":[34],"model":[35,49,60,96],"would":[36],"be":[37],"beneficial.":[38],"This":[39],"paper":[40,103],"focuses":[41],"on":[42,74],"development":[43],"optimized":[45],"tuning":[46],"of":[47,56,108],"predicting":[50],"related":[52],"heart":[54],"interventions":[55],"several":[57],"types.":[58],"The":[59,77,87],"based":[62],"oil":[63],"representative":[64],"data":[65],"sets":[66],"collected":[67],"in":[68],"the":[69,84,102],"Merged":[70],"National":[71],"Registry":[72],"(MNR)":[73],"Cardiovascular":[75],"Interventions.":[76],"registry":[78],"operated":[80],"governed":[82],"by":[83],"MEDICON":[85],"Center.":[86],"central":[88],"attention":[89],"paid":[91],"an":[93],"instance-based":[94],"reasoning":[95],"its":[98],"tuning.":[99],"In":[100],"particular,":[101],"presents":[104],"discusses":[106],"benefits":[107],"utilizing":[109],"genetic":[111],"algorithm":[112],"with":[113],"limited":[114],"convergence":[115],"this":[117],"purpose.":[118]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}