Deep neural network-estimated electrocardiographic age as a mortality predictor
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Title
Deep neural network-estimated electrocardiographic age as a mortality predictor
Authors
Keywords
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Journal
Nature Communications
Volume 12, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2021-08-25
DOI
10.1038/s41467-021-25351-7
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- (2020) Claudia Di Lorenzo Oliveira et al. Journal of the American Heart Association
- Contextualized interpretable machine learning for medical diagnosis
- (2020) Wagner Meira et al. COMMUNICATIONS OF THE ACM
- Prognostic value of electrocardiographic abnormalities in adults from the Brazilian longitudinal study of adults’ health
- (2020) Marcelo Martins Pinto-Filho et al. HEART
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- (2020) Nils Strodthoff et al. IEEE Journal of Biomedical and Health Informatics
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- (2019) Zachi I. Attia et al. Circulation-Arrhythmia and Electrophysiology
- Tele-electrocardiography and bigdata: The CODE (Clinical Outcomes in Digital Electrocardiography) study
- (2019) Antonio Luiz P. Ribeiro et al. JOURNAL OF ELECTROCARDIOLOGY
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- (2019) Gabriela M.M. Paixão et al. JOURNAL OF ELECTROCARDIOLOGY
- An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction
- (2019) Zachi I Attia et al. LANCET
- Screening for Cardiovascular Disease Risk With Electrocardiography
- (2018) et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Association between typical electrocardiographic abnormalities and NT-proBNP elevation in a large cohort of patients with Chagas disease from endemic area
- (2018) Bruno Oliveira de Figueiredo Brito et al. JOURNAL OF ELECTROCARDIOLOGY
- Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram
- (2018) Zachi I. Attia et al. NATURE MEDICINE
- Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
- (2018) Awni Y. Hannun et al. NATURE MEDICINE
- High-performance medicine: the convergence of human and artificial intelligence
- (2018) Eric J. Topol NATURE MEDICINE
- Opening the black box of machine learning
- (2018) The Lancet Respiratory Medicine Lancet Respiratory Medicine
- Electrocardiogeriatrics: ECG in advanced age
- (2017) Lourdes Vicent et al. JOURNAL OF ELECTROCARDIOLOGY
- ASSOCIATION OF MAJOR AND MINOR ELECTROCARDIOGRAPHIC ABNORMALITIES WITH CARDIOVASCULAR MORBIDITY AND MORTALITY IN THE MULTI-ETHNIC STUDY OF ATHEROSCLEROSIS COHORT
- (2016) Panteha Rezaeian et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Longitudinal study of patients with chronic Chagas cardiomyopathy in Brazil (SaMi-Trop project): a cohort profile
- (2016) Clareci Silva Cardoso et al. BMJ Open
- Vascular age to determine cardiovascular disease risk: A systematic review of its concepts, definitions, and clinical applications
- (2015) KA Groenewegen et al. European Journal of Preventive Cardiology
- Cohort Profile: Longitudinal Study of Adult Health (ELSA-Brasil)
- (2014) M. I. Schmidt et al. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY
- Brazilian Longitudinal Study of Adult Health (ELSA-Brasil): Objectives and Design
- (2012) E. M. L. Aquino et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Improving patient access to specialized health care: the Telehealth Network of Minas Gerais, Brazil
- (2012) Maria Beatriz Alkmim et al. BULLETIN OF THE WORLD HEALTH ORGANIZATION
- Cardiovascular risk age: concepts and practicalities
- (2012) Marie Therese Cooney et al. HEART
- Implantação de um sistema de telecardiologia em Minas Gerais: projeto Minas Telecardio
- (2010) Antonio Luiz P. Ribeiro et al. Arquivos Brasileiros de Cardiologia
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