Polyxeni Gkontra
Barcelona, CT, Spain
Last Updated: 09/26/2026
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Found 29 publications
Big Data and Trustworthy AI for Heart Failure: A Review.
Journal: Circulation. Heart failure
Published: May 11, 2026
Big Data and Trustworthy AI for Heart Failure: A Review.
Journal: Circulation. Heart failure
Published: May 11, 2026
An assessment of the European Patient Summary for clinical research: a case study in cardiology.
Journal: Frontiers in medicine
Published: August 16, 2024
A review of evaluation approaches for explainable AI with applications in cardiology.
Journal: Artificial intelligence review
Published: July 03, 2024
Capillary pruning couples tissue perfusion and oxygenation with cardiomyocyte maturation in the postnatal mouse heart.
Journal: Frontiers in cell and developmental biology
Published: July 10, 2023
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
Journal: IEEE journal of biomedical and health informatics
Published: April 17, 2023
Cardiometabolic risk estimation using exposome data and machine learning.
Journal: International journal of medical informatics
Published: April 13, 2023
Explainable Artificial Intelligence and Cardiac Imaging: Toward More Interpretable Models.
Journal: Circulation. Cardiovascular imaging
Published: April 12, 2023
A structural heart-brain axis mediates the association between cardiovascular risk and cognitive function.
Journal: Imaging neuroscience (Cambridge, Mass.)
Published: February 18, 2023
Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging.
Journal: Frontiers in cardiovascular medicine
Published: August 10, 2022
Estimation of biological heart age using cardiovascular magnetic resonance radiomics.
Journal: Scientific reports
Published: March 17, 2022
Radiomics-Based Classification of Left Ventricular Non-compaction, Hypertrophic Cardiomyopathy, and Dilated Cardiomyopathy in Cardiovascular Magnetic Resonance.
Journal: Frontiers in cardiovascular medicine
Published: August 25, 2021
Last Updated: 09/26/2026