{"id":"https://openalex.org/W3096282711","doi":"https://doi.org/10.1007/978-3-030-61951-0_14","title":"A DNN for Arrhythmia Prediction Based on ECG","display_name":"A DNN for Arrhythmia Prediction Based on ECG","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3096282711","doi":"https://doi.org/10.1007/978-3-030-61951-0_14","mag":"3096282711"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-61951-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61951-0_14","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/A5100449840","display_name":"Yilin Wang","orcid":"https://orcid.org/0000-0001-5320-0274"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yilin Wang","raw_affiliation_strings":["Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034536222","display_name":"Le Sun","orcid":"https://orcid.org/0000-0002-4221-0327"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le Sun","raw_affiliation_strings":["Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["Sustainable Industries and Liveable Cities, Victoria University, Footscray, Australia"],"affiliations":[{"raw_affiliation_string":"Sustainable Industries and Liveable Cities, Victoria University, Footscray, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031927928","display_name":"Nikita E. Shklovskiy-Kordi","orcid":"https://orcid.org/0000-0002-1413-1154"},"institutions":[{"id":"https://openalex.org/I4210100648","display_name":"Federal State Institution Hematology Research Center","ror":"https://ror.org/015fskz95","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210100648","https://openalex.org/I4210117042"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nikita Shklovskiy-Kordi","raw_affiliation_strings":["National Center for Hematology, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"National Center for Hematology, Moscow, Russia","institution_ids":["https://openalex.org/I4210100648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053654026","display_name":"Jun Xu","orcid":"https://orcid.org/0000-0001-5315-8811"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Xu","raw_affiliation_strings":["Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108386857","display_name":"Yongping Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I160354188","display_name":"Henan University of Traditional Chinese Medicine","ror":"https://ror.org/01tsmvz08","country_code":"CN","type":"education","lineage":["https://openalex.org/I160354188"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongping Lu","raw_affiliation_strings":["The Second Affiliated Hospital of Henan University of Traditional Chinese Medicine, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"The Second Affiliated Hospital of Henan University of Traditional Chinese Medicine, Zhengzhou, China","institution_ids":["https://openalex.org/I160354188"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065360487","display_name":"Kouzhen Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I160354188","display_name":"Henan University of Traditional Chinese Medicine","ror":"https://ror.org/01tsmvz08","country_code":"CN","type":"education","lineage":["https://openalex.org/I160354188"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kouzhen Yuan","raw_affiliation_strings":["The Second Affiliated Hospital of Henan University of Traditional Chinese Medicine, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"The Second Affiliated Hospital of Henan University of Traditional Chinese Medicine, Zhengzhou, China","institution_ids":["https://openalex.org/I160354188"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100449840"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1618,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81950067,"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":"146","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"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/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/heartbeat","display_name":"Heartbeat","score":0.9652469754219055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7257727384567261},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.606013298034668},{"id":"https://openalex.org/keywords/right-bundle-branch-block","display_name":"Right bundle branch block","score":0.5356181859970093},{"id":"https://openalex.org/keywords/left-bundle-branch-block","display_name":"Left bundle branch block","score":0.5238996744155884},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5237522125244141},{"id":"https://openalex.org/keywords/bundle","display_name":"Bundle","score":0.5157468914985657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4984564781188965},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.45116499066352844},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.42363452911376953},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.35962942242622375},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3388221561908722},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.2590053677558899},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14457976818084717},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11933532357215881},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.05982017517089844}],"concepts":[{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.9652469754219055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7257727384567261},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.606013298034668},{"id":"https://openalex.org/C2780350126","wikidata":"https://www.wikidata.org/wiki/Q180375","display_name":"Right bundle branch block","level":3,"score":0.5356181859970093},{"id":"https://openalex.org/C2777473070","wikidata":"https://www.wikidata.org/wiki/Q2143688","display_name":"Left bundle branch block","level":3,"score":0.5238996744155884},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5237522125244141},{"id":"https://openalex.org/C2778134712","wikidata":"https://www.wikidata.org/wiki/Q1047307","display_name":"Bundle","level":2,"score":0.5157468914985657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4984564781188965},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.45116499066352844},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.42363452911376953},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.35962942242622375},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3388221561908722},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.2590053677558899},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14457976818084717},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11933532357215881},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.05982017517089844},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-61951-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61951-0_14","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":[{"display_name":"Good health and well-being","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2034907671","https://openalex.org/W2095409369","https://openalex.org/W2162273778","https://openalex.org/W2265638863","https://openalex.org/W2605056515","https://openalex.org/W2890349115","https://openalex.org/W2891840684","https://openalex.org/W2896730096","https://openalex.org/W2900838667","https://openalex.org/W2902644322","https://openalex.org/W2913495350","https://openalex.org/W2930892625","https://openalex.org/W2939732897","https://openalex.org/W2978910279","https://openalex.org/W2981342972"],"related_works":["https://openalex.org/W4385543909","https://openalex.org/W3039320222","https://openalex.org/W3199640442","https://openalex.org/W1898280036","https://openalex.org/W2315807364","https://openalex.org/W2382278803","https://openalex.org/W2376695684","https://openalex.org/W2803040299","https://openalex.org/W2034075638","https://openalex.org/W1982967776"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}