Optimizing indices of atrial fibrillation susceptibility and burden to evaluate atrial fibrillation severity, risk and outcomes
Atrial fibrillation (AF) has heterogeneous patterns of presentation concerning symptoms,
duration of episodes, AF burden, and the tendency to progress towards the terminal step of …
duration of episodes, AF burden, and the tendency to progress towards the terminal step of …
Cardiovascular event prediction by machine learning: the multi-ethnic study of atherosclerosis
B Ambale-Venkatesh, X Yang, CO Wu, K Liu… - Circulation …, 2017 - Am Heart Assoc
Rationale: Machine learning may be useful to characterize cardiovascular risk, predict
outcomes, and identify biomarkers in population studies. Objective: To test the ability of …
outcomes, and identify biomarkers in population studies. Objective: To test the ability of …
Atrial fibrillation predictors: importance of the electrocardiogram
Atrial fibrillation (AF) is the most common arrhythmia in adults and is associated with
significant morbidity and mortality. Substantial interest has developed in the primary …
significant morbidity and mortality. Substantial interest has developed in the primary …
eGFR and albuminuria in relation to risk of incident atrial fibrillation: a meta-analysis of the Jackson Heart Study, the Multi-Ethnic Study of Atherosclerosis, and the …
N Bansal, LR Zelnick, A Alonso… - Clinical Journal of the …, 2017 - journals.lww.com
Results In the meta-analyzed study population of 16,769 participants without prevalent atrial
fibrillation, across categories of decreasing eGFR (eGFR> 90 [reference], 60–89, 45–59, 30 …
fibrillation, across categories of decreasing eGFR (eGFR> 90 [reference], 60–89, 45–59, 30 …
Multimodality strategy for cardiovascular risk assessment: performance in 2 population-based cohorts
Background: Current strategies for cardiovascular disease (CVD) risk assessment among
adults without known CVD are limited by suboptimal performance and a narrow focus on …
adults without known CVD are limited by suboptimal performance and a narrow focus on …
Deep learning to predict cardiac magnetic resonance–derived left ventricular mass and hypertrophy from 12-lead ECGs
Background: Classical methods for detecting left ventricular (LV) hypertrophy (LVH) using 12-
lead ECGs are insensitive. Deep learning models using ECG to infer cardiac magnetic …
lead ECGs are insensitive. Deep learning models using ECG to infer cardiac magnetic …
Cardiovascular events after new-onset atrial fibrillation in adults with CKD: results from the Chronic Renal Insufficiency Cohort (CRIC) study
Background Atrial fibrillation (AF), the most common sustained arrhythmia in CKD, is
associated with poor clinical outcomes in both patients without CKD and patients with …
associated with poor clinical outcomes in both patients without CKD and patients with …
Clinical diagnosis of electrical versus anatomic left ventricular hypertrophy: prognostic and therapeutic implications
AL Aro, SS Chugh - Circulation: Arrhythmia and Electrophysiology, 2016 - Am Heart Assoc
2 Aro and Chugh Electrical vs Anatomic LVH with echo LVH did not have ECG LVH (Figure
1B). In multivariate analyses, ECG LVH by Sokolow–Lyon criteria was associated with> 2 …
1B). In multivariate analyses, ECG LVH by Sokolow–Lyon criteria was associated with> 2 …
Determinants of discrepancies in detection and comparison of the prognostic significance of left ventricular hypertrophy by electrocardiogram and cardiac magnetic …
L Bacharova, H Chen, EH Estes, A Mateasik… - The American journal of …, 2015 - Elsevier
Despite the low sensitivity of the electrocardiogram (ECG) in detecting left ventricular
hypertrophy (LVH), ECG-LVH is known to be a strong predictor of cardiovascular risk …
hypertrophy (LVH), ECG-LVH is known to be a strong predictor of cardiovascular risk …
Black-white differences in incident fatal, nonfatal, and total coronary heart disease
Background: Blacks have higher coronary heart disease (CHD) mortality compared with
whites. However, a previous study suggests that nonfatal CHD risk may be lower for black …
whites. However, a previous study suggests that nonfatal CHD risk may be lower for black …