Marta Varela

Orcid: 0000-0003-4057-7851

According to our database1, Marta Varela authored at least 31 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
IEEE J. Biomed. Health Informatics, July, 2023

High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural Networks.
CoRR, 2023

High-resolution 3D Maps of Left Atrial Displacements using an Unsupervised Image Registration Neural Network.
CoRR, 2023

Prototype of a Cardiac MRI Simulator for the Training of Supervised Neural Networks.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Automatic Aortic Valve Pathology Detection from 3-Chamber Cine MRI with Spatio-Temporal Attention Maps.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022
LA-Net: A Multi-Task Deep Network for the Segmentation of the Left Atrium.
IEEE Trans. Medical Imaging, 2022

Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge.
Medical Image Anal., 2022

PAT-CNN: Automatic Segmentation and Quantification of Pericardial Adipose Tissue from T2-Weighted Cardiac Magnetic Resonance Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

2021
Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge.
CoRR, 2021

Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

SA-Net: A Sequence Aware Network for the Segmentation of the Left Atrium in Cine MRI Datasets.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Evolution of Epicardial Rotors into Breakthrough Waves During Atrial Fibrillation in 3D Canine Biatrial Model with Detailed Fibre Orientation.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
Identifying locations of re-entrant drivers from patient-specific distribution of fibrosis in the left atrium.
PLoS Comput. Biol., 2020

Automatic Myocardial Disease Prediction from Delayed-Enhancement Cardiac MRI and Clinical Information.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Left Atrial Ejection Fraction Estimation Using SEGANet for Fully Automated Segmentation of CINE MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Strain maps of the left atrium imaged with a novel high-resolution CINE MRI protocol.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Semi-Automatic Method To Segment The Left Atrium in MR Volumes With Varying Slice Numbers.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Virtual Catheter Ablation of Target Areas Identified from Image-Based Models of Atrial Fibrillation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019

Development of a Deep Learning Method to Predict Optimal Ablation Patterns for Atrial Fibrillation.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019

2018
Algorithms for left atrial wall segmentation and thickness - Evaluation on an open-source CT and MRI image database.
Medical Image Anal., 2018

2017
Novel MRI Technique Enables Non-Invasive Measurement of Atrial Wall Thickness.
IEEE Trans. Medical Imaging, 2017

The Efficacy of Class III Anti-arrhythmic Drug Action in 3D Canine Atrial Models: Is the Blockade of IKCa Pro- or Anti-arrhythmic?.
Proceedings of the Computing in Cardiology, 2017

Image-Based Computational Evaluation of the Competing Effect of Atrial Wall Thickness and Fibrosis on Re-entrant Drivers for Atrial Arrhythmias.
Proceedings of the Computing in Cardiology, 2017

2016
Atrial Heterogeneity Generates Re-entrant Substrate during Atrial Fibrillation and Anti-arrhythmic Drug Action: Mechanistic Insights from Canine Atrial Models.
PLoS Comput. Biol., 2016

Segmentation Challenge on the Quantification of Left Atrial Wall Thickness.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

Towards patient-specific modelling of lesion formation during radiofrequency catheter ablation for atrial fibrillation.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2014
Role of atrial tissue substrate and electrical activation pattern in fractionation of atrial electrograms: A computational study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Ionic Mechanisms of Triggered Activity in Atrial Cell Models.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Determination of Atrial Myofibre Orientation Using Structure Tensor Analysis for Biophysical Modelling.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012
Development of BOLD signal hemodynamic responses in the human brain.
NeuroImage, 2012

Diffuse optical imaging of the newborn infant brain.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012


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