{"id":"https://openalex.org/W4384567964","doi":"https://doi.org/10.1136/heartjnl-2023-bcs.303","title":"E Exploring the prognostic significance and important phenotypic and genotypic associations of neural network-derived electrocardiographic features","display_name":"E Exploring the prognostic significance and important phenotypic and genotypic associations of neural network-derived electrocardiographic features","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4384567964","doi":"https://doi.org/10.1136/heartjnl-2023-bcs.303"},"language":"en","primary_location":{"id":"doi:10.1136/heartjnl-2023-bcs.303","doi":"https://doi.org/10.1136/heartjnl-2023-bcs.303","is_oa":true,"landing_page_url":"https://doi.org/10.1136/heartjnl-2023-bcs.303","pdf_url":"https://heart.bmj.com/content/heartjnl/109/Suppl_3/A315.full.pdf","source":{"id":"https://openalex.org/S191565391","display_name":"Heart","issn_l":"1355-6037","issn":["1355-6037","1468-201X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319945","host_organization_name":"BMJ","host_organization_lineage":["https://openalex.org/P4310319945"],"host_organization_lineage_names":["BMJ"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Young investigators award","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://heart.bmj.com/content/heartjnl/109/Suppl_3/A315.full.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055242814","display_name":"Arunashis Sau","orcid":"https://orcid.org/0000-0002-0204-7078","observed_orcids":["https://orcid.org/0000-0002-0204-7078"]},"institutions":[{"id":"https://openalex.org/I125671874","display_name":"National Health Service","ror":"https://ror.org/02wnqcb97","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I125671874","https://openalex.org/I1311074006"]},{"id":"https://openalex.org/I153355300","display_name":"Imperial College Healthcare NHS Trust","ror":"https://ror.org/056ffv270","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arunashis Sau","raw_affiliation_strings":["Department of Cardiology, Imperial College Healthcare NHS Trust, London, United Kingdom","National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Imperial College Healthcare NHS Trust, London, United Kingdom","institution_ids":["https://openalex.org/I125671874","https://openalex.org/I153355300"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000836300","display_name":"Ant\u00f4nio H. Ribeiro","orcid":"https://orcid.org/0000-0003-3632-8529","observed_orcids":["https://orcid.org/0000-0003-3632-8529"]},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]},{"id":"https://openalex.org/I4210134014","display_name":"Hospital das Cl\u00ednicas da Universidade Federal de Minas Gerais","ror":"https://ror.org/035rpst33","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210134014"]}],"countries":["BR","SE"],"is_corresponding":false,"raw_author_name":"Antonio H Ribeiro","raw_affiliation_strings":["Department of Information Technology, Uppsala University, Uppsala, Sweden","Department of Internal Medicine, Faculdade de Medicina, and Telehealth Center and Cardiology Service, Hospital das Cl\u00ednicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]},{"raw_affiliation_string":"Department of Internal Medicine, Faculdade de Medicina, and Telehealth Center and Cardiology Service, Hospital das Cl\u00ednicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422","https://openalex.org/I4210134014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081314217","display_name":"Kathryn A. McGurk","orcid":"https://orcid.org/0000-0002-5445-6906","observed_orcids":["https://orcid.org/0000-0002-5445-6906"]},"institutions":[{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kathryn A McGurk","raw_affiliation_strings":["MRC London Institute of Medical Sciences, Imperial College London, London, UK","National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC London Institute of Medical Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028320574","display_name":"Libor Pastika","orcid":"https://orcid.org/0000-0001-6892-6553","observed_orcids":["https://orcid.org/0000-0001-6892-6553"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Libor Pastika","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080618129","display_name":"Nikesh Bajaj","orcid":"https://orcid.org/0000-0002-3361-0118","observed_orcids":["https://orcid.org/0000-0002-3361-0118"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nikesh Bajaj","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059783996","display_name":"Maddalena Ardissino","orcid":"https://orcid.org/0000-0002-2654-8117","observed_orcids":["https://orcid.org/0000-0002-2654-8117"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maddalena Ardissino","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032927211","display_name":"Jun Yu Chen","orcid":"https://orcid.org/0000-0002-1823-8282","observed_orcids":["https://orcid.org/0000-0002-1823-8282"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jun Yu Chen","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112370036","display_name":"Huiyi Wu","orcid":"https://orcid.org/0009-0008-6873-2319","observed_orcids":["https://orcid.org/0009-0008-6873-2319","https://orcid.org/0000-0002-1809-9729"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Huiyi Wu","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070299524","display_name":"Xili Shi","orcid":"https://orcid.org/0000-0003-3574-4766","observed_orcids":["https://orcid.org/0000-0003-3574-4766"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xili Shi","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070793135","display_name":"Katerina Hnatkova","orcid":"https://orcid.org/0000-0002-0159-1610","observed_orcids":["https://orcid.org/0000-0002-0159-1610"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Katerina Hnatkova","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030236739","display_name":"Sean Lee Zheng","orcid":"https://orcid.org/0000-0002-5762-6392","observed_orcids":["https://orcid.org/0000-0002-5762-6392"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sean Zheng","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032986066","display_name":"Annie R Britton","orcid":"https://orcid.org/0000-0002-6412-5430","observed_orcids":["https://orcid.org/0000-0002-6412-5430"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Annie Britton","raw_affiliation_strings":["Research Department of Epidemiology and Public Health, University College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Department of Epidemiology and Public Health, University College London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113584004","display_name":"Martin J. Shipley","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Martin Shipley","raw_affiliation_strings":["Research Department of Epidemiology and Public Health, University College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Department of Epidemiology and Public Health, University College London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062899142","display_name":"Irena Andr\u0161ov\u00e1","orcid":"https://orcid.org/0000-0001-8973-5967","observed_orcids":["https://orcid.org/0000-0001-8973-5967"]},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210102302","display_name":"University Hospital Brno","ror":"https://ror.org/00qq1fp34","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210102302"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Irena Andr\u0161ov\u00e1","raw_affiliation_strings":["Department of Internal Medicine and Cardiology, University Hospital Brno and Masaryk University, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine and Cardiology, University Hospital Brno and Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210102302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037792935","display_name":"Tom\u00e1\u0161 Novotn\u00fd","orcid":"https://orcid.org/0000-0002-0292-4034","observed_orcids":["https://orcid.org/0000-0002-0292-4034"]},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210102302","display_name":"University Hospital Brno","ror":"https://ror.org/00qq1fp34","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210102302"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Novotn\u00fd","raw_affiliation_strings":["Department of Internal Medicine and Cardiology, University Hospital Brno and Masaryk University, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine and Cardiology, University Hospital Brno and Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210102302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071061513","display_name":"\u00c9ster Cerdeira Sabino","orcid":"https://orcid.org/0000-0003-2623-5126","observed_orcids":["https://orcid.org/0000-0003-2623-5126"]},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ester Sabino","raw_affiliation_strings":["Department of Infectious Diseases, School of Medicine and Institute of Tropical Medicine, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Infectious Diseases, School of Medicine and Institute of Tropical Medicine, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016879648","display_name":"Luana Giatti","orcid":"https://orcid.org/0000-0001-5454-2460","observed_orcids":["https://orcid.org/0000-0001-5454-2460"]},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I4210134014","display_name":"Hospital das Cl\u00ednicas da Universidade Federal de Minas Gerais","ror":"https://ror.org/035rpst33","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210134014"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luana Giatti","raw_affiliation_strings":["Department of Preventive Medicine, School of Medicine, and Hospital das Cl\u00ednicas/EBSERH, Universidade Federal de Minas Gerais"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, School of Medicine, and Hospital das Cl\u00ednicas/EBSERH, Universidade Federal de Minas Gerais","institution_ids":["https://openalex.org/I110200422","https://openalex.org/I4210134014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005895073","display_name":"Sandhi Maria Barreto","orcid":"https://orcid.org/0000-0001-7383-7811","observed_orcids":["https://orcid.org/0000-0001-7383-7811","https://orcid.org/0000-0002-5241-4358"]},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I4210134014","display_name":"Hospital das Cl\u00ednicas da Universidade Federal de Minas Gerais","ror":"https://ror.org/035rpst33","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210134014"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sandhi M Barreto","raw_affiliation_strings":["Department of Preventive Medicine, School of Medicine, and Hospital das Cl\u00ednicas/EBSERH, Universidade Federal de Minas Gerais"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, School of Medicine, and Hospital das Cl\u00ednicas/EBSERH, Universidade Federal de Minas Gerais","institution_ids":["https://openalex.org/I110200422","https://openalex.org/I4210134014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077968800","display_name":"Jonathan W. Waks","orcid":"https://orcid.org/0000-0001-5560-5638","observed_orcids":["https://orcid.org/0000-0001-5560-5638"]},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan W Waks","raw_affiliation_strings":["Harvard-Thorndike Electrophysiology Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard-Thorndike Electrophysiology Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I1316535847","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049862700","display_name":"Daniel Bruce Kramer","orcid":"https://orcid.org/0000-0003-4241-3586","observed_orcids":["https://orcid.org/0000-0003-4241-3586"]},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Daniel B Kramer","raw_affiliation_strings":["National Heart and Lung Institute, Imperial College London, United Kingdom","Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston MA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston MA USA","institution_ids":["https://openalex.org/I1316535847","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103001848","display_name":"Danilo P. Mandic","orcid":"https://orcid.org/0000-0001-8432-3963","observed_orcids":["https://orcid.org/0000-0001-8432-3963"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Danilo Mandic","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090455006","display_name":"Nicholas Simon Peters","orcid":"https://orcid.org/0000-0002-3581-8078","observed_orcids":["https://orcid.org/0000-0002-3581-8078","https://orcid.org/0000-0002-1014-7052"]},"institutions":[{"id":"https://openalex.org/I125671874","display_name":"National Health Service","ror":"https://ror.org/02wnqcb97","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I125671874","https://openalex.org/I1311074006"]},{"id":"https://openalex.org/I153355300","display_name":"Imperial College Healthcare NHS Trust","ror":"https://ror.org/056ffv270","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nicholas S Peters","raw_affiliation_strings":["Department of Cardiology, Imperial College Healthcare NHS Trust, London, United Kingdom","National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Imperial College Healthcare NHS Trust, London, United Kingdom","institution_ids":["https://openalex.org/I125671874","https://openalex.org/I153355300"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068696789","display_name":"Declan P. O\u2019Regan","orcid":"https://orcid.org/0000-0002-0691-0270","observed_orcids":["https://orcid.org/0000-0002-0691-0270"]},"institutions":[{"id":"https://openalex.org/I200166805","display_name":"Guy's and St Thomas' NHS Foundation Trust","ror":"https://ror.org/00j161312","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I200166805"]},{"id":"https://openalex.org/I2802782613","display_name":"Harefield Hospital","ror":"https://ror.org/04fwa4t58","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800036501","https://openalex.org/I2802782613"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Declan P O\u2019Regan","raw_affiliation_strings":["Royal Brompton & Harefield Hospitals, Guy\u2019s and St. Thomas\u2019 NHS Foundation Trust, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Royal Brompton & Harefield Hospitals, Guy\u2019s and St. Thomas\u2019 NHS Foundation Trust, London, UK","institution_ids":["https://openalex.org/I200166805","https://openalex.org/I2802782613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074936599","display_name":"Marek Mal\u00edk","orcid":"https://orcid.org/0000-0002-3792-1407","observed_orcids":["https://orcid.org/0000-0002-3792-1407"]},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210102302","display_name":"University Hospital Brno","ror":"https://ror.org/00qq1fp34","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210102302"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["CZ","GB"],"is_corresponding":false,"raw_author_name":"Marek Malik","raw_affiliation_strings":["Department of Internal Medicine and Cardiology, University Hospital Brno and Masaryk University, Brno, Czech Republic","National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine and Cardiology, University Hospital Brno and Masaryk University, Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210102302"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019656474","display_name":"James S. Ware","orcid":"https://orcid.org/0000-0002-6110-5880","observed_orcids":["https://orcid.org/0000-0002-6110-5880"]},"institutions":[{"id":"https://openalex.org/I200166805","display_name":"Guy's and St Thomas' NHS Foundation Trust","ror":"https://ror.org/00j161312","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I200166805"]},{"id":"https://openalex.org/I2802782613","display_name":"Harefield Hospital","ror":"https://ror.org/04fwa4t58","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800036501","https://openalex.org/I2802782613"]},{"id":"https://openalex.org/I4210161592","display_name":"MRC London Institute of Medical Sciences","ror":"https://ror.org/05p1n6x86","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James S Ware","raw_affiliation_strings":["MRC London Institute of Medical Sciences, Imperial College London, London, UK","National Heart and Lung Institute, Imperial College London, United Kingdom","Royal Brompton & Harefield Hospitals, Guy\u2019s and St. Thomas\u2019 NHS Foundation Trust, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC London Institute of Medical Sciences, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210161592","https://openalex.org/I47508984"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Royal Brompton & Harefield Hospitals, Guy\u2019s and St. Thomas\u2019 NHS Foundation Trust, London, UK","institution_ids":["https://openalex.org/I200166805","https://openalex.org/I2802782613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100725966","display_name":"Ant\u00f4nio Luiz Pinho Ribeiro","orcid":"https://orcid.org/0000-0002-2740-0042","observed_orcids":["https://orcid.org/0000-0002-2740-0042","https://orcid.org/0000-0002-0364-3584","https://orcid.org/0000-0003-3632-8529"]},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]},{"id":"https://openalex.org/I4210134014","display_name":"Hospital das Cl\u00ednicas da Universidade Federal de Minas Gerais","ror":"https://ror.org/035rpst33","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210134014"]}],"countries":["BR","SE"],"is_corresponding":false,"raw_author_name":"Antonio Luiz P Ribeiro","raw_affiliation_strings":["Department of Information Technology, Uppsala University, Uppsala, Sweden","Department of Internal Medicine, Faculdade de Medicina, and Telehealth Center and Cardiology Service, Hospital das Cl\u00ednicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]},{"raw_affiliation_string":"Department of Internal Medicine, Faculdade de Medicina, and Telehealth Center and Cardiology Service, Hospital das Cl\u00ednicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422","https://openalex.org/I4210134014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075213080","display_name":"Fu Siong Ng","orcid":"https://orcid.org/0000-0002-8681-4368","observed_orcids":["https://orcid.org/0000-0002-8681-4368"]},"institutions":[{"id":"https://openalex.org/I125671874","display_name":"National Health Service","ror":"https://ror.org/02wnqcb97","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I125671874","https://openalex.org/I1311074006"]},{"id":"https://openalex.org/I153355300","display_name":"Imperial College Healthcare NHS Trust","ror":"https://ror.org/056ffv270","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fu Siong Ng","raw_affiliation_strings":["Department of Cardiology, Imperial College Healthcare NHS Trust, London, United Kingdom","National Heart and Lung Institute, Imperial College London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Imperial College Healthcare NHS Trust, London, United Kingdom","institution_ids":["https://openalex.org/I125671874","https://openalex.org/I153355300"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":15,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"A315","last_page":"A316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9765999913215637,"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":0.9765999913215637,"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":0.010599999688565731,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.009399999864399433,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ai-ecg","display_name":"AI-ECG","score":0.7590000033378601},{"id":"https://openalex.org/keywords/long-term-mortality","display_name":"long-term mortality","score":0.7549999952316284},{"id":"https://openalex.org/keywords/prognostic-value","display_name":"prognostic value","score":0.8610000014305115},{"id":"https://openalex.org/keywords/phenome-wide-association-study","display_name":"phenome-wide association study","score":0.7889999747276306},{"id":"https://openalex.org/keywords/genome-wide-association-study","display_name":"genome-wide association study","score":0.8989999890327454},{"id":"https://openalex.org/keywords/arhgap24","display_name":"ARHGAP24","score":0.8730000257492065},{"id":"https://openalex.org/keywords/scn10a","display_name":"SCN10A","score":0.8840000033378601},{"id":"https://openalex.org/keywords/scn5a","display_name":"SCN5A","score":0.9929999709129333},{"id":"https://openalex.org/keywords/caveolin-1","display_name":"caveolin-1","score":0.9959999918937683},{"id":"https://openalex.org/keywords/cardiac-chamber-volumes","display_name":"cardiac chamber volumes","score":0.7580000162124634},{"id":"https://openalex.org/keywords/cardiac-output","display_name":"cardiac output","score":0.949999988079071},{"id":"https://openalex.org/keywords/cardiac-conduction","display_name":"cardiac conduction","score":0.6159999966621399},{"id":"https://openalex.org/keywords/cardiac-arrhythmia","display_name":"cardiac arrhythmias","score":0.7419999837875366},{"id":"https://openalex.org/keywords/chagas-cardiomyopathy","display_name":"Chagas cardiomyopathy","score":0.8550000190734863}],"concepts":[{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.718768298625946},{"id":"https://openalex.org/C116567970","wikidata":"https://www.wikidata.org/wiki/Q864217","display_name":"Biobank","level":2,"score":0.7059172987937927},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5964453220367432},{"id":"https://openalex.org/C7952369","wikidata":"https://www.wikidata.org/wiki/Q844116","display_name":"Phenome","level":4,"score":0.5309533476829529},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.47587504982948303},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.47100889682769775},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.46848830580711365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39415407180786133},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32942163944244385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21200698614120483},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.19967731833457947},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.13851329684257507},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1369311809539795},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1136/heartjnl-2023-bcs.303","doi":"https://doi.org/10.1136/heartjnl-2023-bcs.303","is_oa":true,"landing_page_url":"https://doi.org/10.1136/heartjnl-2023-bcs.303","pdf_url":"https://heart.bmj.com/content/heartjnl/109/Suppl_3/A315.full.pdf","source":{"id":"https://openalex.org/S191565391","display_name":"Heart","issn_l":"1355-6037","issn":["1355-6037","1468-201X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319945","host_organization_name":"BMJ","host_organization_lineage":["https://openalex.org/P4310319945"],"host_organization_lineage_names":["BMJ"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Young investigators award","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1136/heartjnl-2023-bcs.303","doi":"https://doi.org/10.1136/heartjnl-2023-bcs.303","is_oa":true,"landing_page_url":"https://doi.org/10.1136/heartjnl-2023-bcs.303","pdf_url":"https://heart.bmj.com/content/heartjnl/109/Suppl_3/A315.full.pdf","source":{"id":"https://openalex.org/S191565391","display_name":"Heart","issn_l":"1355-6037","issn":["1355-6037","1468-201X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319945","host_organization_name":"BMJ","host_organization_lineage":["https://openalex.org/P4310319945"],"host_organization_lineage_names":["BMJ"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Young investigators award","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":1.0}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[{"id":"https://openalex.org/G7283292996","display_name":"Investigation of effects of dietary nitrate on vascular function, platelet reactivity and restenosis in stable angina","funder_award_id":"DRF-2014-07-008","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"}],"funders":[{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384567964.pdf","grobid_xml":"https://content.openalex.org/works/W4384567964.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4384567873","https://openalex.org/W4388600044","https://openalex.org/W4404358092","https://openalex.org/W4389956580","https://openalex.org/W4377015818","https://openalex.org/W3199042951","https://openalex.org/W4404836622","https://openalex.org/W6931881627","https://openalex.org/W4224223780","https://openalex.org/W3104075323"],"abstract_inverted_index":{"Background":[0],"Subtle,":[1],"prognostically-meaningful":[2],"ECG":[3,23,33,42,61,243,292,319,342,384],"features":[4,24,43,62,343],"may":[5,44,357,396],"not":[6,29],"be":[7,358,397],"apparent":[8],"to":[9,31,77,134,373,399],"physicians.":[10],"In":[11],"the":[12,84,195,238,300,316,348,379],"course":[13],"of":[14,22,98,163,173,181,190,210,225,327,333,369,382,403],"supervised":[15],"machine":[16,75],"learning":[17,76],"ML":[18],"training,":[19],"many":[20],"thousands":[21],"are":[25,28,354],"identified.":[26],"These":[27,37],"limited":[30],"conventional":[32],"parameters":[34],"and":[35,48,51,55,72,122,249,256,275,284,336,356,360,390],"morphology.":[36],"novel":[38],"neural":[39],"network":[40],"(NN)-derived":[41],"have":[45,277,344,377],"clinical,":[46],"phenotypic,":[47],"genotypic":[49],"associations":[50],"prognostic":[52],"significance.":[53],"Methods":[54],"Results":[56],"We":[57,145,216,230,241,376],"extracted":[58],"5120":[59],"NN-derived":[60,341,383],"from":[63,351],"an":[64],"AI-ECG":[65],"model":[66,350],"trained":[67],"for":[68,116,299,362],"six":[69],"simple":[70],"diagnoses":[71],"applied":[73,398],"unsupervised":[74],"identify":[78],"three":[79,107],"phenogroups.":[80],"The":[81,106,155,167,178,267],"derivation":[82],"set,":[83],"Clinical":[85],"Outcomes":[86],"in":[87,101,104,130,151,227,237,281,365,371],"Digital":[88],"Electrocardiography":[89],"(CODE)":[90],"cohort":[91,158,185,206],"(n":[92,159,175,186,207],"=":[93,160,176,187,208],"1,558,421),":[94],"is":[95,170,204],"a":[96,127,205,221,232,305,309,366,387,400],"database":[97],"ECGs":[99],"recorded":[100],"primary":[102],"care":[103],"Brazil.":[105],"phenogroups":[108],"had":[109,126,220],"significantly":[110,222,245],"different":[111],"mortality":[112,132,226,374],"profiles.":[113],"After":[114],"adjusting":[115],"known":[117],"covariates":[118],"(including":[119],"age,":[120],"gender,":[121],"comorbidities),":[123],"phenogroup":[124,135,218,244,320],"B":[125,219],"1.2-fold":[128],"increase":[129],"long-term":[131],"compared":[133],"A":[136,259],"(HR":[137],"1.20,":[138],"95%":[139],"CI":[140],"1.17-1.23,":[141],"p":[142],"<":[143],"0.0001).":[144],"then":[146],"externally":[147],"validated":[148],"our":[149,295],"findings":[150],"four":[152,270],"diverse":[153],"cohorts.":[154,229],"Whitehall":[156],"II":[157],"5,066)":[161],"consists":[162,189],"British":[164],"civil":[165],"servants.":[166,193],"UK":[168,239],"Biobank":[169],"longitudinal":[171],"study":[172,235,263],"volunteers":[174],"42,386).":[177],"Longitudinal":[179],"Study":[180],"Adult":[182],"Health":[183],"(ELSA-Brasil)":[184],"13,739)":[188],"Brazilian":[191],"public":[192],"Lastly":[194],"S\u00e3o":[196],"Paulo-Minas":[197],"Gerais":[198],"Tropical":[199],"Medicine":[200],"Research":[201],"Center":[202],"(SaMi-Trop)":[203],"1,631)":[209],"patients":[211],"with":[212,247,291,308,324],"chronic":[213],"Chagas":[214],"cardiomyopathy.":[215],"found":[217,242],"greater":[223],"risk":[224,318,363,393],"all":[228],"performed":[231],"phenome-wide":[233],"association":[234,262],"(PheWAS)":[236],"Biobank.":[240],"associated":[246,290,307,323],"cardiac":[248,253,257,282],"non-cardiac":[250],"phenotypes,":[251],"including":[252],"chamber":[254],"volumes":[255],"output.":[258],"single-trait":[260],"genome-wide":[261],"(GWAS)":[264],"was":[265,321],"conducted.":[266],"GWAS":[268],"yielded":[269],"significant":[271,311,380],"loci.":[272],"SCN10A,":[273],"SCN5A":[274],"CAV1":[276],"well":[278],"described":[279],"roles":[280],"conduction":[283],"arrhythmia.":[285],"ARHGAP24":[286,303],"has":[287,297],"been":[288],"previously":[289],"parameters,":[293],"however,":[294],"analysis":[296],"identified":[298],"first":[301],"time":[302],"as":[304,386],"gene":[306],"prognostically":[310],"phenogroup.":[312],"Mendelian":[313],"randomisation":[314],"demonstrated":[315],"higher":[317,325],"causally":[322],"odds":[326,332],"atrioventricular":[328],"block":[329],"but":[330],"lower":[331],"atrial":[334],"fibrillation":[335],"ischaemic":[337],"heart":[338],"disease.":[339],"Conclusion":[340],"important":[345],"applications":[346],"beyond":[347],"original":[349],"which":[352],"they":[353],"derived":[355],"transferable":[359,389],"applicable":[361],"prediction":[364],"wide":[367,401],"range":[368,402],"settings,":[370],"addition":[372],"prediction.":[375],"shown":[378],"potential":[381],"features,":[385],"highly":[388],"potentially":[391],"universal":[392],"marker,":[394],"that":[395],"clinical":[404],"contexts.":[405]},"counts_by_year":[],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2023-07-18T00:00:00"}