Cardiac age detected by machine learning applied to the surface ECG of healthy subjects: Creation of a benchmark

Vascular Aging Detected by Peripheral Endothelial Dysfunction Is Associated With ECG‐Derived Physiological Aging

(2021) Takumi Toya et al.   Journal of the American Heart Association

Artificial intelligence-enhanced electrocardiography in cardiovascular disease management

(2021) Konstantinos C. Siontis et al.   Nature Reviews Cardiology

The relation of 12 lead ECG to the cardiac anatomy: The normal CineECG

(2021) Peter M. van Dam et al.   JOURNAL OF ELECTROCARDIOLOGY

Develop and Apply Electrocardiography-Based Risk Score to Identify Community-Based Elderly Individuals at High-Risk of Mortality

(2021) Tzu-Pin Lu et al.   Frontiers in Cardiovascular Medicine

ECG-DERIVED AGE AND SURVIVAL: VALIDATING THE CONCEPT OF PHYSIOLOGIC AGE DETECTED BY ECG USING ARTIFICIAL INTELLIGENCE

(2020) Adetola Ladejobi et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Age and Sex Estimation Using Artificial Intelligence From Standard 12-Lead ECGs

(2019) Zachi I. Attia et al.   Circulation-Arrhythmia and Electrophysiology

Predicting age by mining electronic medical records with deep learning characterizes differences between chronological and physiological age

(2017) Zichen Wang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Electrocardiogeriatrics: ECG in advanced age

(2017) Lourdes Vicent et al.   JOURNAL OF ELECTROCARDIOLOGY

Menopause accelerates biological aging

(2016) Morgan E. Levine et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Frailty is associated with the epigenetic clock but not with telomere length in a German cohort

(2016) Lutz Philipp Breitling et al.   Clinical Epigenetics

Epigenetic age acceleration predicts cancer, cardiovascular, and all-cause mortality in a German case cohort

(2016) Laura Perna et al.   Clinical Epigenetics

Normal values of the electrocardiogram for ages 16–90years

(2014) Peter R. Rijnbeek et al.   JOURNAL OF ELECTROCARDIOLOGY

Obesity accelerates epigenetic aging of human liver

(2014) S. Horvath et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Permutation importance: a corrected feature importance measure

(2010) André Altmann et al.   BIOINFORMATICS