Marta Nuñez‐Garcia

Université de Bordeaux — France

Medicine · Health Sciences

14h-index1.2kcitations55works0.22yr avg
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Research Topics

Atrial Fibrillation Management and Outcomes(24), Cardiac Imaging and Diagnostics(19), Cardiac Arrhythmias and Treatments(17), Cardiovascular Function and Risk Factors(13), Advanced MRI Techniques and Applications(9)

Publications55 total

AGE-US: Automated Gestational Age Estimation Based on Fetal Ultrasound Images
Lecture notes in computer science·2025Open Access
Efficient Multi-Modal Whole Heart Segmentation via Cascaded U-Net: A Practical Solution for Clinical Settings
Lecture notes in computer science·2025· 1 cited
Can Interpretable Learning of Risk Explain Ventricular Arrhythmia Mechanism?
Lecture notes in computer science·2025
Uncertainty-Informed Multimodal Infarct Age Prediction from Imaging and Clinical Data
Lecture notes in computer science·2025Open Access
Automated detection and quantification of myocardial scar using AI-powered joint bright- and black-blood LGE imaging
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Computed tomography as a predictive tool for ventricular tachycardia
EP Europace·2024Open Access
Automated black-blood late gadolinium enhancement cardiac imaging through explainable user-independent inversion time selection
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
Improved Myocardial Scar Visualization with Two-minute Free-breathing Joint Bright- and Black-blood Late Gadolinium Enhancement Imaging
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023· 1 cited
Automated inversion time selection for black-blood late gadolinium enhancement cardiac imaging in clinical practice
Magnetic Resonance Materials in Physics Biology and Medicine·2023· 5 citedOpen Access
PO-04-170 AUTOMATED CT-BASED PREDICTION OF VENTRICULAR ARRHYTHMIA
Heart Rhythm·2023· 1 citedOpen Access
MP-453083-7 PREDICTION OF POST-INFARCTION VENTRICULAR TACHYCARDIA FROM CT IMAGES USING INTERPRETABLE GRAPH NETWORK
Heart Rhythm·2023Open Access
Advanced Imaging Integration for Catheter Ablation of Ventricular Tachycardia
Current Cardiology Reports·2023· 4 cited
Progressive and Simultaneous Right and Left Atrial Remodeling Uncovered by a Comprehensive Magnetic Resonance Assessment in Atrial Fibrillation
Journal of the American Heart Association·2022· 36 citedOpen Access
Improved myocardial scar visualization with fast free-breathing motion-compensated black-blood T1-rho-prepared late gadolinium enhancement MRI
Diagnostic and Interventional Imaging·2022· 14 citedOpen Access
Studying the relation between post-infarction ventricular arrhythmia and left ventricular myocardium thinning on computed tomography images using explainable deep learning
EP Europace·2022Open Access
Long-term remodelling and arrhythmogenicity after myocardial infarction using a novel image-based estimator: the Scar Maturation Score
EP Europace·2022Open Access
DH-575-03 EXPLORING THE RELATIONSHIP BETWEEN LEFT VENTRICULAR WALL THINNING AND POST-INFARCTION VENTRICULAR ARRHYTHMIA USING EXPLAINABLE DEEP LEARNING ON COMPUTED TOMOGRAPHY IMAGES
Heart Rhythm·2022
Preoperative personalization of atrial fibrillation ablation strategy to prevent esophageal injury: Impact of changes in esophageal position
Journal of Cardiovascular Electrophysiology·2022· 3 cited
Interpretable Prediction of Post-Infarct Ventricular Arrhythmia Using Graph Convolutional Network
Lecture notes in computer science·2022· 8 cited
Computerized Analysis of the Human Heart to Guide Targeted Treatment of Atrial Fibrillation
Lecture notes in computer science·2022· 1 cited
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Frequent Co-authors

Óscar Cámara(22), Maxime Sermesant(19), Constantine Butakoff(18), Hubert Cochet(17), Lluı́s Mont(9), Francisco Alarcón(8), Shuman Jia(7), Andy L. Olivares(7), Xavier Freixa(7), Eva Benito(7), Eduard Guasch(7), Soumaya Sridi(7), Pierre Jaı̈s(7), Aurélien Bustin(7), Etelvino Silva(6), Tom De Potter(6), Nicolas Cedilnik(6), Rashed Karim(5), Roger Borràs(5), José Marı́a Tolosana(5)