{"id":"https://openalex.org/W3155809359","doi":null,"title":"Prediction Of Heart Failure Decompensations Using Artificial Intelligence - Machine Learning Techniques","display_name":"Prediction Of Heart Failure Decompensations Using Artificial Intelligence - Machine Learning Techniques","publication_year":2020,"publication_date":"2020-11-05","ids":{"openalex":"https://openalex.org/W3155809359","mag":"3155809359"},"language":"en","primary_location":{"id":"pmh:oai:addi.ehu.es:10810/50758","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/50758","pdf_url":null,"source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"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/doctoralThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10810/50758","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047504248","display_name":"Vanessa Escolar P\u00e9rez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vanessa Escolar P\u00e9rez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5047504248"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9843999743461609,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9843999743461609,"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/T10198","display_name":"Heart Failure Treatment and Management","score":0.00800000037997961,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.0010000000474974513,"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/heart-failure","display_name":"heart failure","score":0.9610000252723694},{"id":"https://openalex.org/keywords/decompensation","display_name":"decompensation","score":0.7350000143051147},{"id":"https://openalex.org/keywords/prediction","display_name":"prediction","score":0.8539999723434448},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8569999933242798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9810000061988831}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5885076522827148},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5486801266670227},{"id":"https://openalex.org/C2776342676","wikidata":"https://www.wikidata.org/wiki/Q126888","display_name":"Artificial heart","level":2,"score":0.5067680478096008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4723471403121948},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4534889757633209},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3207739591598511},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12677597999572754},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0627325177192688}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:addi.ehu.es:10810/50758","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/50758","pdf_url":null,"source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"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/doctoralThesis"},{"id":"pmh:oai:addi.ehu.eus:10810/50758","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/50758","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,"listed_in":[],"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/doctoralThesis"},{"id":"pmh:oai:hispana.mcu.es:60846595","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/50758","pdf_url":null,"source":{"id":"https://openalex.org/S4377196108","display_name":"Hispana","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"mag:3155809359","doi":null,"is_oa":false,"landing_page_url":"https://addi.ehu.es/handle/10810/50758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:addi.ehu.es:10810/50758","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/50758","pdf_url":null,"source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"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/doctoralThesis"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8371999859809875,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W82015992","https://openalex.org/W171307226","https://openalex.org/W382868272","https://openalex.org/W1504239888","https://openalex.org/W1525006452","https://openalex.org/W1553852627","https://openalex.org/W1600506198","https://openalex.org/W1708141306","https://openalex.org/W1959166752","https://openalex.org/W1973532115","https://openalex.org/W1978616702","https://openalex.org/W1984144929","https://openalex.org/W1985760052","https://openalex.org/W1987305640","https://openalex.org/W1987402444","https://openalex.org/W1993104550","https://openalex.org/W2007609908","https://openalex.org/W2009991601","https://openalex.org/W2016468586","https://openalex.org/W2017159430","https://openalex.org/W2021402962","https://openalex.org/W2025619424","https://openalex.org/W2027580901","https://openalex.org/W2044127016","https://openalex.org/W2045660914","https://openalex.org/W2049793557","https://openalex.org/W2051460167","https://openalex.org/W2054805806","https://openalex.org/W2070067133","https://openalex.org/W2072187367","https://openalex.org/W2074711088","https://openalex.org/W2074852127","https://openalex.org/W2081005181","https://openalex.org/W2083129455","https://openalex.org/W2099029885","https://openalex.org/W2108044541","https://openalex.org/W2109685502","https://openalex.org/W2112245902","https://openalex.org/W2113865982","https://openalex.org/W2116237065","https://openalex.org/W2122257638","https://openalex.org/W2128262573","https://openalex.org/W2133275623","https://openalex.org/W2135558557","https://openalex.org/W2140122361","https://openalex.org/W2142635246","https://openalex.org/W2145378489","https://openalex.org/W2147173407","https://openalex.org/W2152527332","https://openalex.org/W2152575748","https://openalex.org/W2152843365","https://openalex.org/W2163605009","https://openalex.org/W2167471535","https://openalex.org/W2169710365","https://openalex.org/W2203386709","https://openalex.org/W2224812703","https://openalex.org/W2282457480","https://openalex.org/W2299836127","https://openalex.org/W2320264340","https://openalex.org/W2336081189","https://openalex.org/W2419393144","https://openalex.org/W2427094903","https://openalex.org/W2484040900","https://openalex.org/W2518582440","https://openalex.org/W2524620548","https://openalex.org/W2525027514","https://openalex.org/W2533800772","https://openalex.org/W2548895871","https://openalex.org/W2552677120","https://openalex.org/W2561981131","https://openalex.org/W2568985099","https://openalex.org/W2581465409","https://openalex.org/W2588872891","https://openalex.org/W2602447558","https://openalex.org/W2610332124","https://openalex.org/W2736099924","https://openalex.org/W2772781188","https://openalex.org/W2804808756","https://openalex.org/W2806657742","https://openalex.org/W2808683590","https://openalex.org/W2810194057","https://openalex.org/W2899937116","https://openalex.org/W2900623063","https://openalex.org/W2908201961","https://openalex.org/W2971476779"],"related_works":["https://openalex.org/W6922620310","https://openalex.org/W7161242150","https://openalex.org/W7117299348","https://openalex.org/W4403674728","https://openalex.org/W3021953304","https://openalex.org/W6907554738","https://openalex.org/W4220961998","https://openalex.org/W3217734356","https://openalex.org/W7133243495","https://openalex.org/W3154459499"],"abstract_inverted_index":{"Los":[0],"apartados":[1],"4.41,":[2],"4.4.2":[3],"y":[4],"4.4.3":[5],"del":[6],"cap\u00edtulo":[7],"4":[8],"est\u00e1n":[9],"sujetos":[10],"a":[11],"confidencialidad":[12],"por":[13],"la":[14],"autora.":[15],"203":[16],"p.":[17]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2021-04-26T00:00:00"}
