ArticleThe international journal of cardiovascular imaging2022
Estimated pulse wave velocity (ePWV) as a potential gatekeeper for MRI-assessed PWV: a linear and deep neural network based approach in 2254 participants of the Netherlands Epidemiology of Obesity study.
Article in The international journal of cardiovascular imaging, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.
- Association of estimated pulse wave velocity with cardiovascular disease outcomes and all-cause death-a systematic review and meta-analysis.Frontiers in cardiovascular medicine · 2025Pooled it
- Estimated pulse wave velocity as an integrated hemodynamic risk indicator in obese women with gestational hypertension: A cross-sectional study.Physiological reports · 2026Article
- The association between pulse wave velocity and cerebrospinal fluid biomarkers for Alzheimer's disease.Journal of Alzheimer's disease : JAD · 2025Article
- Estimated Pulse Wave Velocity Is Associated With All-Cause Mortality and Cardiovascular Mortality Among Adults With Chronic Kidney Disease.Journal of clinical hypertension (Greenwich, Conn.) · 2025Article
- Association Between Pulse Wave Velocity and Frailty, Disability, and Mortality in Community-Dwelling Older Adults.JACC. Advances · 2023Article
- Estimated pulse wave velocity is associated with all-cause mortality and cardiovascular mortality among adults with diabetes.Frontiers in cardiovascular medicine · 2023Article
- Estimated pulse wave velocity is associated with all-cause and cardio-cerebrovascular disease mortality in stroke population: Results from NHANES (2003-2014).Frontiers in cardiovascular medicine · 2023Article
- Calibration of patient-specific boundary conditions for coupled CFD models of the aorta derived from 4D Flow-MRI.Frontiers in bioengineering and biotechnology · 2023Article
- Diagnosing Arterial Stiffness in Pregnancy and Its Implications in the Cardio-Renal-Metabolic Chain.Diagnostics (Basel, Switzerland) · 2022Review
- Editor's choice to the January 2022 issue : Pulse wave velocity.The international journal of cardiovascular imaging · 2022Article
- Associations between estimated and measured carotid-femoral pulse wave velocity in older Black and White adults: the atherosclerosis risk in communities (ARIC) study.The journal of cardiovascular aging · 2022Article
Corrections and comments
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Authors and funding
12 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Pulse wave velocity (PWV) assessed by magnetic resonance imaging (MRI) is a prognostic marker for cardiovascular events. Prediction modelling could enable indirect PWV assessment based on clinical and anthropometric data. The aim was to calculate estimated-PWV (ePWV) based on clinical and anthropometric measures using linear ridge regression as well as a Deep Neural Network (DNN) and to determine the cut-off which provides optimal discriminative performance between lower and higher PWV values. In total 2254 participants from the Netherlands Epidemiology of Obesity study were included (age 45-65 years, 51% male). Both a basic and expanded prediction model were developed. PWV was estimated using linear ridge regression and DNN. External validation was performed in 114 participants (age 30-70 years, 54% female). Performance was compared between models and estimation accuracy was evaluated by ROC-curves. A cut-off for optimal discriminative performance was determined using Youden's index. The basic ridge regression model provided an adjusted R
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