{"id":"https://openalex.org/W7214398564","doi":"https://doi.org/10.6515/acs.202609_42(5).20260124a","title":"Leveraging AI-ECG Technology for Early Notification and Tracking of AF Development (LATENT): Study Rationale and Design of a Randomized Controlled Trial.","display_name":"Leveraging AI-ECG Technology for Early Notification and Tracking of AF Development (LATENT): Study Rationale and Design of a Randomized Controlled Trial.","publication_year":2026,"publication_date":"2026-09-01","ids":{"openalex":"https://openalex.org/W7214398564","doi":"https://doi.org/10.6515/acs.202609_42(5).20260124a","pmid":"https://pubmed.ncbi.nlm.nih.gov/42780633","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13598612"},"language":"en","primary_location":{"id":"pmh:oai:pubmedcentral.nih.gov:13598612","doi":"https://doi.org/10.6515/acs.202609_42(5).20260124a","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13598612/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13598612/pdf/acs-42-05-722.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,"listed_in":[],"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":"Acta Cardiol Sin","raw_type":"Text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13598612/pdf/acs-42-05-722.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5152790809","display_name":"Chiao-Chin Lee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chiao-Chin Lee","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","Graduate Institute of Medical Sciences, College of Medicine, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]},{"raw_affiliation_string":"Graduate Institute of Medical Sciences, College of Medicine, National Defense Medical University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112457211","display_name":"Wen-Yu Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Yu Lin","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100658494","display_name":"Wei-Ting Liu","orcid":"https://orcid.org/0000-0002-4234-9783","observed_orcids":["https://orcid.org/0000-0002-4234-9783"]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei-Ting Liu","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081234401","display_name":"Chiao\u2010Hsiang Chang","orcid":"https://orcid.org/0000-0003-1607-6512","observed_orcids":["https://orcid.org/0000-0003-1607-6512"]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chiao-Hsiang Chang","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152865257","display_name":"Yu-Jr Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]},{"id":"https://openalex.org/I68171755","display_name":"National Defense Medical Center","ror":"https://ror.org/02bn97g32","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I68171755"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Jr Lin","raw_affiliation_strings":["Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei","institution_ids":["https://openalex.org/I1293718874","https://openalex.org/I68171755"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152785500","display_name":"Shu-Chen Chang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shu-Chen Chang","raw_affiliation_strings":["Research Services Center for Health Information, Chang Gung University, Taoyuan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Services Center for Health Information, Chang Gung University, Taoyuan","institution_ids":["https://openalex.org/I173093425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006538220","display_name":"Yu\u2010Lan Liu","orcid":"https://orcid.org/0000-0001-8895-3989","observed_orcids":["https://orcid.org/0000-0001-8895-3989"]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Lan Liu","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128888232","display_name":"Da-Wei Chang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Da-Wei Chang","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","Graduate Institute of Medical Sciences, College of Medicine, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]},{"raw_affiliation_string":"Graduate Institute of Medical Sciences, College of Medicine, National Defense Medical University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079993888","display_name":"Pang\u2010Yen Liu","orcid":"https://orcid.org/0000-0002-3318-9757","observed_orcids":["https://orcid.org/0000-0002-3318-9757"]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pang-Yen Liu","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146782334","display_name":"Tzu-Chiao Lin","orcid":"https://orcid.org/0000-0001-9723-8071","observed_orcids":["https://orcid.org/0000-0001-9723-8071"]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-Chiao Lin","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030856558","display_name":"Dung\u2010Jang Tsai","orcid":"https://orcid.org/0000-0002-5531-0810","observed_orcids":["https://orcid.org/0000-0002-5531-0810"]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]},{"id":"https://openalex.org/I68171755","display_name":"National Defense Medical Center","ror":"https://ror.org/02bn97g32","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I68171755"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Dung-Jang Tsai","raw_affiliation_strings":["Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei","Medical Technology Education Center, School of Medicine, College of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei","institution_ids":["https://openalex.org/I1293718874","https://openalex.org/I68171755"]},{"raw_affiliation_string":"Medical Technology Education Center, School of Medicine, College of Medicine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036918245","display_name":"Hsin-Hui Chen","orcid":"https://orcid.org/0000-0002-4602-5508","observed_orcids":["https://orcid.org/0000-0002-4602-5508"]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Hui Chen","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152943620","display_name":"Wei-Shiang Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei-Shiang Lin","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152908073","display_name":"Chin-Sheng Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Sheng Lin","raw_affiliation_strings":["Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University","institution_ids":["https://openalex.org/I1293718874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5152878362","display_name":"Chin Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1293718874","display_name":"Tri-Service General Hospital","ror":"https://ror.org/007h4qe29","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I1293718874"]},{"id":"https://openalex.org/I68171755","display_name":"National Defense Medical Center","ror":"https://ror.org/02bn97g32","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I68171755"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin Lin","raw_affiliation_strings":["Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei","Graduate Institute of Life Sciences, College of Biomedical Sciences, National Defense Medical University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei","institution_ids":["https://openalex.org/I1293718874","https://openalex.org/I68171755"]},{"raw_affiliation_string":"Graduate Institute of Life Sciences, College of Biomedical Sciences, National Defense Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I68171755"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.9964,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.95469783,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"42","issue":"5","first_page":"722","last_page":"732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9208999872207642,"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":0.9208999872207642,"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":0.061900001019239426,"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":0.005400000140070915,"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/atrial-fibrillation","display_name":"atrial fibrillation","score":0.9940000176429749},{"id":"https://openalex.org/keywords/ai-ecg","display_name":"AI-ECG","score":0.7720000147819519},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.527999997138977},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"electrocardiogram","score":0.7250000238418579},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.46299999952316284},{"id":"https://openalex.org/keywords/risk-stratification","display_name":"risk stratification","score":0.8529999852180481},{"id":"https://openalex.org/keywords/holter-monitoring","display_name":"Holter monitoring","score":0.8980000019073486},{"id":"https://openalex.org/keywords/premature-atrial-contractions","display_name":"premature atrial contractions","score":0.9290000200271606},{"id":"https://openalex.org/keywords/atrial-flutter","display_name":"atrial flutter","score":0.7829999923706055},{"id":"https://openalex.org/keywords/atrial-fibrillation-prevention","display_name":"atrial fibrillation prevention","score":0.6899999976158142},{"id":"https://openalex.org/keywords/targeted-screening","display_name":"targeted screening","score":0.32600000500679016}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7646999955177307},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.7373999953269958},{"id":"https://openalex.org/C35785553","wikidata":"https://www.wikidata.org/wiki/Q756720","display_name":"Ambulatory","level":2,"score":0.6316999793052673},{"id":"https://openalex.org/C2779161974","wikidata":"https://www.wikidata.org/wiki/Q815819","display_name":"Atrial fibrillation","level":2,"score":0.618399977684021},{"id":"https://openalex.org/C203092338","wikidata":"https://www.wikidata.org/wiki/Q1340863","display_name":"Clinical endpoint","level":3,"score":0.570900022983551},{"id":"https://openalex.org/C3020404979","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk stratification","level":2,"score":0.5597000122070312},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.4196000099182129},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.41850000619888306},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.4120999872684479},{"id":"https://openalex.org/C2775914520","wikidata":"https://www.wikidata.org/wiki/Q12335414","display_name":"Sinus rhythm","level":3,"score":0.39750000834465027},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.39070001244544983},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.37619999051094055},{"id":"https://openalex.org/C197934379","wikidata":"https://www.wikidata.org/wiki/Q2047938","display_name":"Adverse effect","level":2,"score":0.35600000619888306},{"id":"https://openalex.org/C2909021529","wikidata":"https://www.wikidata.org/wiki/Q11490631","display_name":"Ambulatory ECG","level":3,"score":0.3375000059604645},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3172000050544739},{"id":"https://openalex.org/C88626702","wikidata":"https://www.wikidata.org/wiki/Q1128903","display_name":"Continuation","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C73751289","wikidata":"https://www.wikidata.org/wiki/Q2985397","display_name":"Data monitoring committee","level":3,"score":0.2912999987602234},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.2712000012397766},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.26420000195503235},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.258899986743927},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2549999952316284}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:pubmedcentral.nih.gov:13598612","doi":"https://doi.org/10.6515/acs.202609_42(5).20260124a","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13598612/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13598612/pdf/acs-42-05-722.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,"listed_in":[],"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":"Acta Cardiol Sin","raw_type":"Text"},{"id":"pmid:42780633","doi":"https://doi.org/10.6515/acs.202609_42(5).20260124a","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42780633","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,"listed_in":[],"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":"Acta Cardiologica Sinica","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:13598612","doi":"https://doi.org/10.6515/acs.202609_42(5).20260124a","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13598612/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13598612/pdf/acs-42-05-722.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,"listed_in":[],"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":"Acta Cardiol Sin","raw_type":"Text"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/study-protocol","display_name":"Study Protocol"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7214398564.pdf","grobid_xml":"https://content.openalex.org/works/W7214398564.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7169784568","https://openalex.org/W4380793490","https://openalex.org/W4297231385","https://openalex.org/W4412055909","https://openalex.org/W7160531999","https://openalex.org/W3094347361","https://openalex.org/W7160705486","https://openalex.org/W7170065017","https://openalex.org/W7154282985","https://openalex.org/W7155439500"],"abstract_inverted_index":{"Background:":[0],"Atrial":[1],"fibrillation":[2],"(AF)":[3],"is":[4,9,109,194],"a":[5,110,125,232],"progressive":[6],"condition":[7],"that":[8,116],"often":[10],"undiagnosed":[11],"until":[12],"adverse":[13],"events":[14],"occur.":[15],"Traditional":[16],"risk":[17,35,141,214],"scores":[18],"provide":[19],"limited":[20],"value":[21],"for":[22,58,223,242],"predicting":[23],"short-term":[24],"latent":[25],"AF.":[26],"Artificial":[27],"intelligence":[28],"(AI)-enabled":[29],"electrocardiogram":[30],"(ECG)":[31],"algorithms":[32],"enable":[33],"early":[34,66,225,248],"stratification":[36,215],"from":[37],"sinus":[38],"rhythm":[39],"ECGs,":[40],"however":[41],"their":[42],"clinical":[43,209],"utility":[44,210],"remains":[45],"unvalidated":[46],"in":[47,129,231],"randomized":[48,134],"controlled":[49],"trials":[50],"(RCTs).":[51],"Objective:":[52],"To":[53],"evaluate":[54,207],"an":[55,212],"AI-ECG-guided":[56,213],"strategy":[57,216],"targeted":[59,219],"ambulatory":[60,169,220],"Holter":[61,170,221],"monitoring":[62,222],"to":[63,136,162,165,185,246],"enhance":[64],"the":[65,137,149,156,173,208,224],"detection":[67,226,250],"of":[68,90,168,211,227],"AF":[69,97,197,228,249],"or":[70,95,98,143,198,229],"pre-AF":[71],"atrial":[72,78,99],"findings":[73,237],"(PAAFs,":[74],"defined":[75],"as":[76],"premature":[77],"complexes":[79],"[PACs]":[80],">":[81,92],"500":[82],"beats":[83],"per":[84],"24":[85],"hours,":[86],"consecutive":[87],"short":[88],"runs":[89],"PACs":[91],"20":[93],"beats,":[94],"non-sustained":[96],"flutter)":[100],"compared":[101],"with":[102,218],"usual":[103],"care.":[104],"Design:":[105],"The":[106,191,236],"LATENT":[107],"trial":[108,205],"prospective,":[111],"open-label,":[112],"two-arm":[113],"RCT":[114],"(NCT06847932)":[115],"will":[117,132,159,178,206,238],"recruit":[118],"14,726":[119],"participants":[120],"undergoing":[121],"routine":[122],"ECGs":[123],"at":[124,188],"tertiary":[126],"medical":[127],"center":[128],"Taiwan.":[130],"Participants":[131],"be":[133,160,179],"1:1":[135],"intervention":[138,150],"group":[139,145],"(AI-ECG":[140],"stratification)":[142],"control":[144,174],"(usual":[146],"care).":[147],"In":[148,172],"group,":[151,175],"high-risk":[152],"individuals":[153],"identified":[154],"by":[155],"AI-ECG":[157,176,244],"model":[158],"invited":[161],"undergo":[163],"up":[164],"7":[166],"days":[167],"monitoring.":[171],"analysis":[177],"retrospectively":[180],"applied":[181],"after":[182],"study":[183],"completion":[184],"identify":[186],"those":[187],"high":[189],"risk.":[190],"primary":[192],"endpoint":[193],"newly":[195],"detected":[196],"PAAFs":[199,230],"within":[200],"90":[201],"days.":[202],"Summary:":[203],"This":[204],"combined":[217],"real-world":[233],"hospital":[234],"setting.":[235],"inform":[239],"future":[240],"strategies":[241],"integrating":[243],"technology":[245],"support":[247],"and":[251],"prevention.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-09-26T00:00:00"}
