{"id":"https://openalex.org/W3195732566","doi":"https://doi.org/10.1007/978-3-030-85030-2_48","title":"Deep Learning for Heart Sounds Classification Using Scalograms and\u00a0Automatic Segmentation of\u00a0PCG\u00a0Signals","display_name":"Deep Learning for Heart Sounds Classification Using Scalograms and\u00a0Automatic Segmentation of\u00a0PCG\u00a0Signals","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3195732566","doi":"https://doi.org/10.1007/978-3-030-85030-2_48","mag":"3195732566"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-85030-2_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85030-2_48","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/A5047046971","display_name":"John Gelpud","orcid":null},"institutions":[{"id":"https://openalex.org/I271702661","display_name":"University of Nari\u00f1o","ror":"https://ror.org/050bg0846","country_code":"CO","type":"education","lineage":["https://openalex.org/I271702661"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"John Gelpud","raw_affiliation_strings":["University of Nari\u00f1o, Pasto, Colombia"],"affiliations":[{"raw_affiliation_string":"University of Nari\u00f1o, Pasto, Colombia","institution_ids":["https://openalex.org/I271702661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027946918","display_name":"Silvia Oviedo Castillo","orcid":null},"institutions":[{"id":"https://openalex.org/I271702661","display_name":"University of Nari\u00f1o","ror":"https://ror.org/050bg0846","country_code":"CO","type":"education","lineage":["https://openalex.org/I271702661"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Silvia Castillo","raw_affiliation_strings":["University of Nari\u00f1o, Pasto, Colombia"],"affiliations":[{"raw_affiliation_string":"University of Nari\u00f1o, Pasto, Colombia","institution_ids":["https://openalex.org/I271702661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080108832","display_name":"Mario Jojoa","orcid":"https://orcid.org/0000-0002-6578-071X"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mario Jojoa","raw_affiliation_strings":["Deusto University, Bilbao, Spain"],"affiliations":[{"raw_affiliation_string":"Deusto University, Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028149208","display_name":"Begonya Garc\u00eda-Zapirain","orcid":"https://orcid.org/0000-0002-9356-1186"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Begonya Garcia-Zapirain","raw_affiliation_strings":["Deusto University, Bilbao, Spain"],"affiliations":[{"raw_affiliation_string":"Deusto University, Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012501166","display_name":"Wilson Achicanoy","orcid":null},"institutions":[{"id":"https://openalex.org/I271702661","display_name":"University of Nari\u00f1o","ror":"https://ror.org/050bg0846","country_code":"CO","type":"education","lineage":["https://openalex.org/I271702661"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Wilson Achicanoy","raw_affiliation_strings":["University of Nari\u00f1o, Pasto, Colombia"],"affiliations":[{"raw_affiliation_string":"University of Nari\u00f1o, Pasto, Colombia","institution_ids":["https://openalex.org/I271702661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108734918","display_name":"David Rodrigo","orcid":null},"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":"David Rodrigo","raw_affiliation_strings":["Basque Country University, Leioa, Spain"],"affiliations":[{"raw_affiliation_string":"Basque Country University, Leioa, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047046971"],"corresponding_institution_ids":["https://openalex.org/I271702661"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.3813,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9709721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"583","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9578999876976013,"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/computer-science","display_name":"Computer science","score":0.8488322496414185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6528254151344299},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6281321048736572},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5073186755180359},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4559330642223358},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40588194131851196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8488322496414185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6528254151344299},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6281321048736572},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5073186755180359},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4559330642223358},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40588194131851196}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-85030-2_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85030-2_48","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2014936521","https://openalex.org/W2301158262","https://openalex.org/W2557139718","https://openalex.org/W2596790471","https://openalex.org/W2742135976","https://openalex.org/W2883367475","https://openalex.org/W2887526024","https://openalex.org/W2910121883","https://openalex.org/W2966145183","https://openalex.org/W3014547703","https://openalex.org/W3040752473","https://openalex.org/W3042317275","https://openalex.org/W3082166846","https://openalex.org/W3100321043","https://openalex.org/W3119536276","https://openalex.org/W3145153657","https://openalex.org/W4245055982"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2058170566","https://openalex.org/W2036807459","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2079911747"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
