Esther Anton-Puyol

London, ENG, United Kingdom

Last Updated: 09/26/2026

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Found 36 publications

A streamlined CMR-derived machine-learning model for estimating cardiovascular biological age: development and validation in the UK-biobank and multi-ethnic study of atherosclerosis.

A streamlined CMR-derived machine-learning model for estimating cardiovascular biological age: development and validation in the UK-biobank and multi-ethnic study of atherosclerosis.

Journal: European heart journal. Cardiovascular Imaging

Published: June 22, 2025

A streamlined CMR-derived machine-learning model for estimating cardiovascular biological age: development and validation in the UK-Biobank and Multi-Ethnic Study of Atherosclerosis.

A streamlined CMR-derived machine-learning model for estimating cardiovascular biological age: development and validation in the UK-Biobank and Multi-Ethnic Study of Atherosclerosis.

Journal: European heart journal. Cardiovascular Imaging

Published: June 22, 2025

Left ventricular geometry, brain architecture, and cognition: an observational study.

Left ventricular geometry, brain architecture, and cognition: an observational study.

Journal: European heart journal

Published: January 19, 2025

Deep representation learning of electrocardiogram reveals biological insights in cardiac phenotypes and cardiovascular diseases.

Deep representation learning of electrocardiogram reveals biological insights in cardiac phenotypes and cardiovascular diseases.

Journal: iScience

Published: September 24, 2024

DeepSPV: A deep learning pipeline for 3D spleen volume estimation from 2D ultrasound images.

DeepSPV: A deep learning pipeline for 3D spleen volume estimation from 2D ultrasound images.

Journal: Medical image analysis

Published: September 16, 2024

An investigation into the causes of race bias in artificial intelligence-based cine cardiac magnetic resonance segmentation.

An investigation into the causes of race bias in artificial intelligence-based cine cardiac magnetic resonance segmentation.

Journal: European heart journal. Digital health

Published: July 10, 2024

A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis.

A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis.

Journal: IEEE transactions on bio-medical engineering

Published: October 02, 2023

Hemodynamic Determinants of Elevated Blood Pressure and Hypertension in the Middle to Older-Age UK Population: A UK Biobank Imaging Study.

Hemodynamic Determinants of Elevated Blood Pressure and Hypertension in the Middle to Older-Age UK Population: A UK Biobank Imaging Study.

Journal: Hypertension (Dallas, Tex. : 1979)

Published: September 07, 2023

A Mendelian randomization analysis of cardiac MRI measurements as surrogate outcomes for heart failure and atrial fibrillation.

A Mendelian randomization analysis of cardiac MRI measurements as surrogate outcomes for heart failure and atrial fibrillation.

Journal: Communications medicine

Published: June 21, 2023

Cardiovascular imaging research priorities.

Cardiovascular imaging research priorities.

Journal: Open heart

Published: June 14, 2023

Druggable proteins influencing cardiac structure and function: Implications for heart failure therapies and cancer cardiotoxicity.

Druggable proteins influencing cardiac structure and function: Implications for heart failure therapies and cancer cardiotoxicity.

Journal: Science advances

Published: May 01, 2023

Addressing Deep Learning Model Calibration Using Evidential Neural Networks And Uncertainty-Aware Training.

Addressing Deep Learning Model Calibration Using Evidential Neural Networks And Uncertainty-Aware Training.

Journal: Proceedings. IEEE International Symposium on Biomedical Imaging

Published: April 18, 2023

Showing 1-12 of 36

Last Updated: 09/26/2026