{"id":"https://openalex.org/W2518390821","doi":"https://doi.org/10.3390/e18090313","title":"Application of Entropy-Based Features to Predict Defibrillation Outcome in Cardiac Arrest","display_name":"Application of Entropy-Based Features to Predict Defibrillation Outcome in Cardiac Arrest","publication_year":2016,"publication_date":"2016-08-24","ids":{"openalex":"https://openalex.org/W2518390821","doi":"https://doi.org/10.3390/e18090313","mag":"2518390821"},"language":"en","primary_location":{"id":"doi:10.3390/e18090313","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e18090313","pdf_url":"https://www.mdpi.com/1099-4300/18/9/313/pdf?version=1472035908","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/18/9/313/pdf?version=1472035908","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012829587","display_name":"Beatriz Chicote","orcid":"https://orcid.org/0000-0003-0115-2156"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Beatriz Chicote","raw_affiliation_strings":["Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao 48013, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao 48013, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020779678","display_name":"Unai Irusta","orcid":"https://orcid.org/0000-0001-9521-1852"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Unai Irusta","raw_affiliation_strings":["Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao 48013, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9521-1852","affiliations":[{"raw_affiliation_string":"Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao 48013, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069243017","display_name":"Ra\u00fal Alcaraz","orcid":"https://orcid.org/0000-0002-0942-3638"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ra\u00fal Alcaraz","raw_affiliation_strings":["Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha (UCLM), Ciudad Real 13071, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0942-3638","affiliations":[{"raw_affiliation_string":"Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha (UCLM), Ciudad Real 13071, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027707636","display_name":"J.J. Rieta","orcid":"https://orcid.org/0000-0002-3364-6380"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Rieta","raw_affiliation_strings":["Biomedical Synergy, Electronic Engineering Department, Universidad Polit\u00e9cnica de Valencia (UPV), Valencia 46022, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Synergy, Electronic Engineering Department, Universidad Polit\u00e9cnica de Valencia (UPV), Valencia 46022, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004493179","display_name":"Elisabete Aramendi","orcid":"https://orcid.org/0000-0002-6409-1429"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Elisabete Aramendi","raw_affiliation_strings":["Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao 48013, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao 48013, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029436417","display_name":"Iraia Isasi","orcid":"https://orcid.org/0000-0002-0312-4469"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Iraia Isasi","raw_affiliation_strings":["Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao 48013, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao 48013, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076226906","display_name":"Daniel Alonso","orcid":"https://orcid.org/0000-0001-6182-1900"},"institutions":[{"id":"https://openalex.org/I4210125364","display_name":"Osakidetza","ror":"https://ror.org/02g7qcb42","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210125364"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Alonso","raw_affiliation_strings":["Emergency Medical System (Emergentziak-Osakidetza), Basque Health Service, Donostia 20014, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Medical System (Emergentziak-Osakidetza), Basque Health Service, Donostia 20014, Spain","institution_ids":["https://openalex.org/I4210125364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019370680","display_name":"Karlos Ibarguren","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125364","display_name":"Osakidetza","ror":"https://ror.org/02g7qcb42","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210125364"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Karlos Ibarguren","raw_affiliation_strings":["Emergency Medical System (Emergentziak-Osakidetza), Basque Health Service, Donostia 20014, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emergency Medical System (Emergentziak-Osakidetza), Basque Health Service, Donostia 20014, Spain","institution_ids":["https://openalex.org/I4210125364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5012829587"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":7.1635,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.97220314,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"9","first_page":"313","last_page":"313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency 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/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency 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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9970999956130981,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9854999780654907,"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/defibrillation","display_name":"Defibrillation","score":0.7025967836380005},{"id":"https://openalex.org/keywords/ventricular-fibrillation","display_name":"Ventricular fibrillation","score":0.6532081365585327},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.6379784345626831},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4769933819770813},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.45759162306785583},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4342689514160156},{"id":"https://openalex.org/keywords/amplitude","display_name":"Amplitude","score":0.4314655661582947},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4229970872402191},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3606765866279602},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33898496627807617},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23093938827514648},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11072203516960144}],"concepts":[{"id":"https://openalex.org/C2777795826","wikidata":"https://www.wikidata.org/wiki/Q954202","display_name":"Defibrillation","level":2,"score":0.7025967836380005},{"id":"https://openalex.org/C2781005686","wikidata":"https://www.wikidata.org/wiki/Q848662","display_name":"Ventricular fibrillation","level":2,"score":0.6532081365585327},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.6379784345626831},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4769933819770813},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.45759162306785583},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4342689514160156},{"id":"https://openalex.org/C180205008","wikidata":"https://www.wikidata.org/wiki/Q159190","display_name":"Amplitude","level":2,"score":0.4314655661582947},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4229970872402191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3606765866279602},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33898496627807617},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23093938827514648},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11072203516960144},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e18090313","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e18090313","pdf_url":"https://www.mdpi.com/1099-4300/18/9/313/pdf?version=1472035908","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmh:oai:riunet.upv.es:10251/78821","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/78821","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:addi.ehu.es:10810/26715","is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/26715","pdf_url":null,"source":{"id":"https://openalex.org/S4306400469","display_name":"Communities in ADDI (Universidad del Pais Vasco)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131160","host_organization_name":"Material Physics Center","host_organization_lineage":["https://openalex.org/I4210131160"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:e4b7275665454e518c7cdb00d2ecd432","is_oa":true,"landing_page_url":"https://doaj.org/article/e4b7275665454e518c7cdb00d2ecd432","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 18, Iss 9, p 313 (2016)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/18/9/313/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e18090313","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Entropy; Volume 18; Issue 9; Pages: 313","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e18090313","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e18090313","pdf_url":"https://www.mdpi.com/1099-4300/18/9/313/pdf?version=1472035908","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G1516143527","display_name":null,"funder_award_id":"TEC2014-52250-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G2116964621","display_name":null,"funder_award_id":"TEC2015-64678-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G3775666989","display_name":null,"funder_award_id":"UFI11/16","funder_id":"https://openalex.org/F4320321919","funder_display_name":"Euskal Herriko Unibertsitatea"},{"id":"https://openalex.org/G4642877165","display_name":null,"funder_award_id":"TEC2015-64678","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G4914429161","display_name":null,"funder_award_id":"PIF15/190","funder_id":"https://openalex.org/F4320321919","funder_display_name":"Euskal Herriko Unibertsitatea"},{"id":"https://openalex.org/G6081914869","display_name":null,"funder_award_id":"UFI11/16","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G8951947014","display_name":null,"funder_award_id":"TEC2015-64678-R","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320321919","display_name":"Euskal Herriko Unibertsitatea","ror":"https://ror.org/000xsnr85"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2518390821.pdf","grobid_xml":"https://content.openalex.org/works/W2518390821.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W13034104","https://openalex.org/W13608894","https://openalex.org/W172260869","https://openalex.org/W1169338085","https://openalex.org/W1862394037","https://openalex.org/W1932584485","https://openalex.org/W1968705812","https://openalex.org/W1975461431","https://openalex.org/W1976177291","https://openalex.org/W1980728245","https://openalex.org/W1982531156","https://openalex.org/W1985078950","https://openalex.org/W1990637085","https://openalex.org/W1990707734","https://openalex.org/W1992228752","https://openalex.org/W1994233698","https://openalex.org/W2006803905","https://openalex.org/W2014683958","https://openalex.org/W2020904418","https://openalex.org/W2028460555","https://openalex.org/W2035993163","https://openalex.org/W2036035703","https://openalex.org/W2037283453","https://openalex.org/W2039086947","https://openalex.org/W2041703071","https://openalex.org/W2048141270","https://openalex.org/W2057195336","https://openalex.org/W2058704152","https://openalex.org/W2063936259","https://openalex.org/W2070051876","https://openalex.org/W2077204677","https://openalex.org/W2077535010","https://openalex.org/W2084742537","https://openalex.org/W2092146578","https://openalex.org/W2093296950","https://openalex.org/W2095067567","https://openalex.org/W2100983247","https://openalex.org/W2103121273","https://openalex.org/W2110815905","https://openalex.org/W2111376231","https://openalex.org/W2113062770","https://openalex.org/W2114899278","https://openalex.org/W2120101968","https://openalex.org/W2123529552","https://openalex.org/W2134888701","https://openalex.org/W2142544632","https://openalex.org/W2157881370","https://openalex.org/W2159610514","https://openalex.org/W2161136893","https://openalex.org/W2164104048","https://openalex.org/W2165061769","https://openalex.org/W2166918008","https://openalex.org/W2171138447","https://openalex.org/W2176568680","https://openalex.org/W2190146171","https://openalex.org/W2196634223","https://openalex.org/W2253647667","https://openalex.org/W2322045482","https://openalex.org/W2562793216","https://openalex.org/W2887836922","https://openalex.org/W2904994748","https://openalex.org/W2914774339","https://openalex.org/W2917939217","https://openalex.org/W6600533884"],"related_works":["https://openalex.org/W2039616966","https://openalex.org/W2018070883","https://openalex.org/W4251639132","https://openalex.org/W2737287376","https://openalex.org/W2741813000","https://openalex.org/W2751460022","https://openalex.org/W2976751296","https://openalex.org/W2056326004","https://openalex.org/W1987404960","https://openalex.org/W2942531291"],"abstract_inverted_index":{"Prediction":[0],"of":[1,5,15,36,50,59,83,91,110,118,154,167,194],"defibrillation":[2],"success":[3,30],"is":[4],"vital":[6],"importance":[7],"to":[8,27,85,206],"guide":[9],"therapy":[10],"and":[11,44,67,89,107,122,150,197],"improve":[12],"the":[13,23,34,37,48,55,80,87,108,111,175,179],"survival":[14],"patients":[16,99],"suffering":[17],"out-of-hospital":[18],"cardiac":[19],"arrest":[20],"(OHCA).":[21],"Currently,":[22],"most":[24],"efficient":[25],"methods":[26],"predict":[28],"shock":[29,75],"are":[31],"based":[32,78],"on":[33,79],"analysis":[35],"electrocardiogram":[38],"(ECG)":[39],"during":[40],"ventricular":[41],"fibrillation":[42],"(VF),":[43],"recent":[45],"studies":[46],"suggest":[47,185],"efficacy":[49],"waveform":[51],"indices":[52,72,113],"that":[53,186],"characterize":[54,69],"underlying":[56],"non-linear":[57,199],"dynamics":[58,200],"VF.":[60],"In":[61],"this":[62],"study":[63],"we":[64],"introduce,":[65],"adapt":[66],"fully":[68],"six":[70],"entropy":[71,84,112,144],"for":[73,142,178,190],"VF":[74,195],"outcome":[76],"prediction,":[77],"classical":[81,127,181],"definitions":[82],"measure":[86],"regularity":[88],"predictability":[90],"a":[92,164,187,191,203],"time":[93],"series.":[94],"Data":[95],"from":[96],"163":[97],"OHCA":[98,208],"comprising":[100],"419":[101],"shocks":[102],"(107":[103],"successful)":[104],"were":[105,129,140],"used,":[106],"performance":[109],"was":[114],"characterized":[115],"in":[116,163],"terms":[117],"embedding":[119],"dimension":[120],"(m)":[121],"matching":[123],"tolerance":[124,153],"(r).":[125],"Six":[126],"predictors":[128],"also":[130],"assessed":[131],"as":[132],"baseline":[133],"prediction":[134,138],"values.":[135],"The":[136],"best":[137,180],"results":[139,176,184],"obtained":[141,177],"fuzzy":[143],"(FuzzEn)":[145],"with":[146],"m":[147],"=":[148,156],"3":[149],"an":[151],"amplitude-dependent":[152],"r":[155],"80":[157],"\u03bc":[158],"V":[159],".":[160],"This":[161],"resulted":[162],"balanced":[165],"sensitivity/specificity":[166],"80.4%/76.9%,":[168],"which":[169],"improved":[170],"by":[171],"over":[172],"five":[173],"points":[174],"predictor.":[182],"These":[183],"FuzzEn":[188],"approach":[189],"joint":[192],"quantification":[193],"amplitude":[196],"its":[198],"may":[201],"be":[202],"promising":[204],"tool":[205],"optimize":[207],"treatment.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2016-09-16T00:00:00"}
