{"id":"https://openalex.org/W7163137151","doi":"https://doi.org/10.1109/memea69746.2026.11537375","title":"Lateral Leads Drive Risk Prediction in Brugada Syndrome: A Deep Learning Study","display_name":"Lateral Leads Drive Risk Prediction in Brugada Syndrome: A Deep Learning Study","publication_year":2026,"publication_date":"2026-04-07","ids":{"openalex":"https://openalex.org/W7163137151","doi":"https://doi.org/10.1109/memea69746.2026.11537375"},"language":null,"primary_location":{"id":"doi:10.1109/memea69746.2026.11537375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea69746.2026.11537375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE Medical Measurements & Applications (MeMeA)","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/A5090911384","display_name":"Vincenzo Randazzo","orcid":"https://orcid.org/0000-0003-3640-8561"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Vincenzo Randazzo","raw_affiliation_strings":["Politecnico di Torino,Turin,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Turin,Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029323387","display_name":"Alessandro Casella","orcid":"https://orcid.org/0000-0002-5214-9443"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Casella","raw_affiliation_strings":["Politecnico di Torino,Turin,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Turin,Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135200244","display_name":"Eros Pasero","orcid":null},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eros Pasero","raw_affiliation_strings":["Politecnico di Torino,Turin,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Turin,Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003931696","display_name":"C Giustetto","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086903","display_name":"Azienda Ospedaliera Citta' della Salute e della Scienza di Torino","ror":"https://ror.org/001f7a930","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210086903"]},{"id":"https://openalex.org/I4210110862","display_name":"Department of Medical Sciences","ror":"https://ror.org/019zcmj26","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110862"]}],"countries":["IT","RU"],"is_corresponding":false,"raw_author_name":"Carla Giustetto","raw_affiliation_strings":["University of Turin Città della Salute e della Scienza,Department of Medical Sciences,Turin,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin Città della Salute e della Scienza,Department of Medical Sciences,Turin,Italy","institution_ids":["https://openalex.org/I4210110862","https://openalex.org/I4210086903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058526970","display_name":"G Casu","orcid":null},"institutions":[{"id":"https://openalex.org/I159650629","display_name":"University of Sassari","ror":"https://ror.org/01bnjbv91","country_code":"IT","type":"education","lineage":["https://openalex.org/I159650629"]},{"id":"https://openalex.org/I4210105659","display_name":"Azienda Ospedaliero Universitaria di Sassari","ror":"https://ror.org/01m39hd75","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210105659"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gavino Casu","raw_affiliation_strings":["University of Sassari AOU Sassari,Department of Cardiology,Sassari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sassari AOU Sassari,Department of Cardiology,Sassari,Italy","institution_ids":["https://openalex.org/I159650629","https://openalex.org/I4210105659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085504912","display_name":"P Berne","orcid":null},"institutions":[{"id":"https://openalex.org/I159650629","display_name":"University of Sassari","ror":"https://ror.org/01bnjbv91","country_code":"IT","type":"education","lineage":["https://openalex.org/I159650629"]},{"id":"https://openalex.org/I4210105659","display_name":"Azienda Ospedaliero Universitaria di Sassari","ror":"https://ror.org/01m39hd75","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210105659"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paola Berne","raw_affiliation_strings":["University of Sassari AOU Sassari,Department of Cardiology,Sassari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sassari AOU Sassari,Department of Cardiology,Sassari,Italy","institution_ids":["https://openalex.org/I159650629","https://openalex.org/I4210105659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004143144","display_name":"Tatiana Fancello","orcid":null},"institutions":[{"id":"https://openalex.org/I159650629","display_name":"University of Sassari","ror":"https://ror.org/01bnjbv91","country_code":"IT","type":"education","lineage":["https://openalex.org/I159650629"]},{"id":"https://openalex.org/I4210105659","display_name":"Azienda Ospedaliero Universitaria di Sassari","ror":"https://ror.org/01m39hd75","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210105659"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tatiana Fancello","raw_affiliation_strings":["University of Sassari AOU Sassari,Department of Cardiology,Sassari,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sassari AOU Sassari,Department of Cardiology,Sassari,Italy","institution_ids":["https://openalex.org/I159650629","https://openalex.org/I4210105659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137708493","display_name":"Fiorenzo Gaita","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fiorenzo Gaita","raw_affiliation_strings":["University of Turin J Medical,Department of Medical Sciences,Turin,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin J Medical,Department of Medical Sciences,Turin,Italy","institution_ids":["https://openalex.org/I55143463"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5090911384"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.92219556,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9093999862670898,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9093999862670898,"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/T10919","display_name":"Neurological disorders and treatments","score":0.02810000069439411,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10493","display_name":"Ion channel regulation and function","score":0.016599999740719795,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6133999824523926},{"id":"https://openalex.org/keywords/brugada-syndrome","display_name":"Brugada syndrome","score":0.359499990940094},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3305000066757202},{"id":"https://openalex.org/keywords/sudden-cardiac-death","display_name":"Sudden cardiac death","score":0.27869999408721924},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.2606000006198883}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6133999824523926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5430999994277954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4097999930381775},{"id":"https://openalex.org/C2777382798","wikidata":"https://www.wikidata.org/wiki/Q599683","display_name":"Brugada syndrome","level":2,"score":0.359499990940094},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3305000066757202},{"id":"https://openalex.org/C2775935837","wikidata":"https://www.wikidata.org/wiki/Q202837","display_name":"Sudden cardiac death","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27799999713897705},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27219998836517334},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.2606000006198883},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.23980000615119934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/memea69746.2026.11537375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea69746.2026.11537375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE Medical Measurements & Applications (MeMeA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-03T06:26:03.838407","created_date":"2026-06-03T00:00:00"}