{"id":"https://openalex.org/W4327811732","doi":"https://doi.org/10.1038/s41746-023-00791-1","title":"Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes","display_name":"Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W4327811732","doi":"https://doi.org/10.1038/s41746-023-00791-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/36932150"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-023-00791-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00791-1","pdf_url":"https://www.nature.com/articles/s41746-023-00791-1.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-023-00791-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112895681","display_name":"Shany Biton","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Shany Biton","raw_affiliation_strings":["Faculty of Biomedical Engineering, Technion-IIT, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Technion-IIT, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059513233","display_name":"Mohsin Aldhafeeri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100260","display_name":"Centre Hospitalier R\u00e9gional et Universitaire de Nancy","ror":"https://ror.org/016ncsr12","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210100260"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohsin Aldhafeeri","raw_affiliation_strings":["Department of Cardiology, Centre hospitalier Universitaire de Nancy, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Centre hospitalier Universitaire de Nancy, Nancy, France","institution_ids":["https://openalex.org/I4210100260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005180301","display_name":"Erez Marcusohn","orcid":"https://orcid.org/0000-0003-1004-0826"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erez Marcusohn","raw_affiliation_strings":["Department of Cardiology, Rambam Medical Center and Technion The Ruth and Bruce Rappaport Faculty of Medicine, Haifa, Israel"],"raw_orcid":"https://orcid.org/0000-0003-1004-0826","affiliations":[{"raw_affiliation_string":"Department of Cardiology, Rambam Medical Center and Technion The Ruth and Bruce Rappaport Faculty of Medicine, Haifa, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024662766","display_name":"Kenta Tsutsui","orcid":"https://orcid.org/0000-0002-5121-6974"},"institutions":[{"id":"https://openalex.org/I8588240","display_name":"Saitama Medical University","ror":"https://ror.org/04zb31v77","country_code":"JP","type":"education","lineage":["https://openalex.org/I8588240"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenta Tsutsui","raw_affiliation_strings":["Department of Cardiovascular Medicine, Faculty of Medicine, Saitama Medical University International Medical Center, Saitama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiovascular Medicine, Faculty of Medicine, Saitama Medical University International Medical Center, Saitama, Japan","institution_ids":["https://openalex.org/I8588240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016773173","display_name":"Tom Szwagier","orcid":"https://orcid.org/0000-0002-2903-551X"},"institutions":[{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tom Szwagier","raw_affiliation_strings":["Mines Paris, PSL Research University, Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-2903-551X","affiliations":[{"raw_affiliation_string":"Mines Paris, PSL Research University, Paris, France","institution_ids":["https://openalex.org/I2746051580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011287534","display_name":"Adi Elias","orcid":"https://orcid.org/0000-0002-2634-8086"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adi Elias","raw_affiliation_strings":["Department of Cardiology, Rambam Medical Center and Technion The Ruth and Bruce Rappaport Faculty of Medicine, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Rambam Medical Center and Technion The Ruth and Bruce Rappaport Faculty of Medicine, Haifa, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064479140","display_name":"Julien Oster","orcid":"https://orcid.org/0000-0001-6090-0834"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210116041","display_name":"Imagerie Adaptative Diagnostique et Interventionnelle","ror":"https://ror.org/025mhc977","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210100260","https://openalex.org/I4210110412","https://openalex.org/I4210116041","https://openalex.org/I4210139971","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Oster","raw_affiliation_strings":["CIC-IT 1433, Universit\u00e9 de Lorraine, Inserm, CHRU de Nancy, Nancy, France","IADI, U1254, Inserm, Universit\u00e9 de Lorraine, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIC-IT 1433, Universit\u00e9 de Lorraine, Inserm, CHRU de Nancy, Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I154526488"]},{"raw_affiliation_string":"IADI, U1254, Inserm, Universit\u00e9 de Lorraine, Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I154526488","https://openalex.org/I4210116041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109078229","display_name":"Jean Marc Sellal","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210100260","display_name":"Centre Hospitalier R\u00e9gional et Universitaire de Nancy","ror":"https://ror.org/016ncsr12","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210100260"]},{"id":"https://openalex.org/I4210116041","display_name":"Imagerie Adaptative Diagnostique et Interventionnelle","ror":"https://ror.org/025mhc977","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210100260","https://openalex.org/I4210110412","https://openalex.org/I4210116041","https://openalex.org/I4210139971","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean Marc Sellal","raw_affiliation_strings":["Department of Cardiology, Centre hospitalier Universitaire de Nancy, Nancy, France","IADI, U1254, Inserm, Universit\u00e9 de Lorraine, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Centre hospitalier Universitaire de Nancy, Nancy, France","institution_ids":["https://openalex.org/I4210100260"]},{"raw_affiliation_string":"IADI, U1254, Inserm, Universit\u00e9 de Lorraine, Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I154526488","https://openalex.org/I4210116041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109945511","display_name":"Mahmoud Suleiman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mahmoud Suleiman","raw_affiliation_strings":["Department of Cardiology, Rambam Medical Center and Technion The Ruth and Bruce Rappaport Faculty of Medicine, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Rambam Medical Center and Technion The Ruth and Bruce Rappaport Faculty of Medicine, Haifa, Israel","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091624431","display_name":"Joachim A. Behar","orcid":"https://orcid.org/0000-0001-5956-7034"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Joachim A. Behar","raw_affiliation_strings":["Faculty of Biomedical Engineering, Technion-IIT, Israel. jbehar@technion.ac.il","Faculty of Biomedical Engineering, Technion-IIT, Israel"],"raw_orcid":"https://orcid.org/0000-0001-5956-7034","affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Technion-IIT, Israel. jbehar@technion.ac.il","institution_ids":["https://openalex.org/I174306211"]},{"raw_affiliation_string":"Faculty of Biomedical Engineering, Technion-IIT, Israel","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5112895681"],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":5.3302,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96571577,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"6","issue":"1","first_page":"44","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9998000264167786,"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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9998000264167786,"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":0.9994000196456909,"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/T11217","display_name":"Cardiac Arrhythmias and Treatments","score":0.9980999827384949,"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/generalization","display_name":"Generalization","score":0.6107457280158997},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.6000990867614746},{"id":"https://openalex.org/keywords/atrial-fibrillation","display_name":"Atrial fibrillation","score":0.5382769703865051},{"id":"https://openalex.org/keywords/atrial-flutter","display_name":"Atrial flutter","score":0.5243114233016968},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4622042179107666},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4562554955482483},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4199954569339752},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.4109388589859009},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3803900480270386},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37907958030700684},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36649078130722046},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.32337552309036255},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2771297097206116},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.21473389863967896},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17054644227027893}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6107457280158997},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.6000990867614746},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.5382769703865051},{"id":"https://openalex.org/C2778292772","wikidata":"https://www.wikidata.org/wiki/Q1506572","display_name":"Atrial flutter","level":3,"score":0.5243114233016968},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4622042179107666},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4562554955482483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4199954569339752},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.4109388589859009},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3803900480270386},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37907958030700684},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36649078130722046},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32337552309036255},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2771297097206116},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.21473389863967896},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17054644227027893},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-023-00791-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00791-1","pdf_url":"https://www.nature.com/articles/s41746-023-00791-1.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:36932150","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36932150","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10023682","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10023682","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10023682/pdf/41746_2023_Article_791.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:76b9e12b05ea4717a5878d63e024e1c2","is_oa":true,"landing_page_url":"https://doaj.org/article/76b9e12b05ea4717a5878d63e024e1c2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 6, Iss 1, Pp 1-10 (2023)","raw_type":"article"},{"id":"pmh:oai:irdb.nii.ac.jp:00953:0006829604","is_oa":false,"landing_page_url":"https://teikyo-u.repo.nii.ac.jp/records/2066108","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1038/s41746-023-00791-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00791-1","pdf_url":"https://www.nature.com/articles/s41746-023-00791-1.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2579433361","display_name":null,"funder_award_id":"3-16881","funder_id":"https://openalex.org/F4320323944","funder_display_name":"Ministry of Health, State of Israel"}],"funders":[{"id":"https://openalex.org/F4320313933","display_name":"Minist\u00e8re de l'Enseignement sup\u00e9rieur, de la Recherche et de l'Innovation","ror":null},{"id":"https://openalex.org/F4320321874","display_name":"Minist\u00e8re de l'Europe et des Affaires \u00c9trang\u00e8res","ror":"https://ror.org/00dfd1509"},{"id":"https://openalex.org/F4320323944","display_name":"Ministry of Health, State of Israel","ror":"https://ror.org/016n0q862"},{"id":"https://openalex.org/F4320325711","display_name":"Saitama Medical University","ror":"https://ror.org/04zb31v77"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4327811732.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W112280465","https://openalex.org/W1892542784","https://openalex.org/W1967645094","https://openalex.org/W1979521514","https://openalex.org/W1983674397","https://openalex.org/W2004592440","https://openalex.org/W2013007765","https://openalex.org/W2094144838","https://openalex.org/W2114775432","https://openalex.org/W2122930900","https://openalex.org/W2125970071","https://openalex.org/W2140005438","https://openalex.org/W2147018083","https://openalex.org/W2153191832","https://openalex.org/W2155103273","https://openalex.org/W2162273778","https://openalex.org/W2162800060","https://openalex.org/W2162975087","https://openalex.org/W2194775991","https://openalex.org/W2251482333","https://openalex.org/W2509795914","https://openalex.org/W2575322507","https://openalex.org/W2610184543","https://openalex.org/W2789275263","https://openalex.org/W2804085643","https://openalex.org/W2895333514","https://openalex.org/W3004050106","https://openalex.org/W3108190930","https://openalex.org/W3166413374","https://openalex.org/W4206011959","https://openalex.org/W6806443638","https://openalex.org/W6922454433"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2808283081","https://openalex.org/W2985139050","https://openalex.org/W1978093411"],"abstract_inverted_index":{"To":[0],"drive":[1],"health":[2],"innovation":[3],"that":[4,33],"meets":[5],"the":[6,19,43,55,153,188,192,220,232,235,244],"needs":[7],"of":[8,22,45,58,90,131,155,213,223,234,246],"all":[9],"and":[10,53,74,117,144,150,179,194],"democratize":[11],"healthcare,":[12],"there":[13],"is":[14,83,104,124,202],"a":[15,59,86,128,210],"need":[16],"to":[17,31,42,51,240,243],"assess":[18,54],"generalization":[20,56,103],"performance":[21,57,159,186,206,222],"deep":[23],"learning":[24],"(DL)":[25],"algorithms":[26,35],"across":[27,71,147,180,225],"various":[28],"distribution":[29],"shifts":[30],"ensure":[32],"these":[34,200],"are":[36],"robust.":[37],"This":[38],"retrospective":[39,88,129],"study":[40],"is,":[41],"best":[44],"our":[46],"knowledge,":[47],"an":[48,203],"original":[49],"attempt":[50],"develop":[52],"DL":[60,79],"model":[61,123,139],"for":[62,162,167,187],"AF":[63,237],"events":[64],"detection":[65,157],"from":[66,97,111,136,191],"long":[67],"term":[68],"beat-to-beat":[69],"intervals":[70],"geography,":[72,148],"ages":[73,149],"sexes.":[75,151],"The":[76,101,122,138,196],"new":[77],"recurrent":[78],"model,":[80],"denoted":[81],"ArNet2,":[82],"developed":[84],"on":[85,106,127,219,231],"large":[87],"dataset":[89,130],"2,147":[91],"patients":[92],"totaling":[93,119],"51,386":[94],"h":[95],"obtained":[96],"continuous":[98],"electrocardiogram":[99],"(ECG).":[100],"model's":[102],"evaluated":[105],"manually":[107],"annotated":[108],"test":[109,189],"sets":[110,190],"four":[112],"centers":[113],"(USA,":[114],"Israel,":[115],"Japan":[116],"China)":[118],"402":[120],"patients.":[121],"further":[125],"validated":[126],"1,825":[132],"consecutives":[133],"Holter":[134],"recordings":[135],"Israel.":[137],"outperforms":[140],"benchmark":[141],"state-of-the-art":[142],"models":[143],"generalized":[145],"well":[146],"For":[152],"task":[154],"event":[156],"ArNet2":[158,183,224],"was":[160],"higher":[161,166,211],"female":[163],"than":[164,171,175],"male,":[165],"young":[168],"adults":[169],"(less":[170],"61":[172],"years":[173],"old)":[174],"other":[176],"age":[177],"groups":[178,208,226],"geography.":[181],"Finally,":[182],"shows":[184],"better":[185],"USA":[193],"China.":[195],"main":[197],"finding":[198],"explaining":[199],"variations":[201],"impairment":[204],"in":[205,207],"with":[209],"prevalence":[212],"atrial":[214],"flutter":[215],"(AFL).":[216],"Our":[217],"findings":[218],"relative":[221,242],"may":[227],"have":[228],"clinical":[229],"implications":[230],"choice":[233],"preferred":[236],"examination":[238],"method":[239],"use":[241],"group":[245],"interest.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-26T08:31:28.666265","created_date":"2025-10-10T00:00:00"}
