Marta Varela

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 28

Top Topics

Automated Segmentation

Magnetic Resonance Images

Top Venues

Publications

Fatmatülzehra Uslu, Marta Varela
A robust quality estimation method for medical image segmentation with small datasets. Biomed. Signal Process. Control. 95 (2024)
Christoforos Galazis, Anil Anthony Bharath, Marta Varela
High-resolution 3D Maps of Left Atrial Displacements using an Unsupervised Image Registration Neural Network. CoRR (2023)
Y. On, Kavitha Vimalesvaran, Christoforos Galazis, Sameer Zaman, James Howard, N. Linton, N. Peters, Graham Cole, Anil A. Bharath, Marta Varela
Automatic Aortic Valve Pathology Detection from 3-Chamber Cine MRI with Spatio-Temporal Attention Maps. FIMH (2023)
Christoforos Galazis, Samuel Shepperd, Emma Brouwer, Sandro F. Queirós, Ebraham Alskaf, Mustafa Anjari, Amedeo Chiribiri, Jack Lee, Anil A. Bharath, Marta Varela
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural Networks. CoRR (2023)
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Marta Varela, Anil A. Bharath
Prototype of a Cardiac MRI Simulator for the Training of Supervised Neural Networks. FIMH (2023)
Fatmatülzehra Uslu, Marta Varela, Georgia Boniface, Thakshayene Mahenthran, Henry Chubb, Anil A. Bharath
LA-Net: A Multi-Task Deep Network for the Segmentation of the Left Atrium. IEEE Trans. Medical Imaging 41 (2) (2022)
Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau
Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. Medical Image Anal. 79 (2022)
Zhuoyu Li, Camille Petri, James Howard, Graham Cole, Marta Varela
PAT-CNN: Automatic Segmentation and Quantification of Pericardial Adipose Tissue from T2-Weighted Cardiac Magnetic Resonance Images. STACOM@MICCAI (2022)
Christoforos Galazis, Huiyi Wu, Zhuoyu Li, Camille Petri, Anil A. Bharath, Marta Varela
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation. CoRR (2022)
Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom Berihu Girum, Anja Hennemuth, Markus Hüllebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphaël Couturier, Fabrice Mériaudeau
Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. CoRR (2021)
Ataollah Tajabadi, Aditi Roy, Marta Varela, Oleg V. Aslanidi
Evolution of Epicardial Rotors into Breakthrough Waves During Atrial Fibrillation in 3D Canine Biatrial Model with Detailed Fibre Orientation. CinC (2021)
Fatmatülzehra Uslu, Marta Varela
SA-Net: A Sequence Aware Network for the Segmentation of the Left Atrium in Cine MRI Datasets. ISBI (2021)
Christoforos Galazis, Huiyi Wu, Zhuoyu Li, Camille Petri, Anil A. Bharath, Marta Varela
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation. STACOM@MICCAI (2021)
Ana Lourenço, Eric Kerfoot, Irina Grigorescu, Cian M. Scannell, Marta Varela, Teresa Correia
Automatic Myocardial Disease Prediction from Delayed-Enhancement Cardiac MRI and Clinical Information. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Aditi Roy, Marta Varela, Henry Chubb, Robert S. MacLeod, Jules C. Hancox, Tobias Schaeffter, Oleg V. Aslanidi
Identifying locations of re-entrant drivers from patient-specific distribution of fibrosis in the left atrium. PLoS Comput. Biol. 16 (9) (2020)
Fatmatülzehra Uslu, Marta Varela, Anil A. Bharath
A Semi-Automatic Method To Segment The Left Atrium in MR Volumes With Varying Slice Numbers. EMBC (2020)
Ana Lourenço, Eric Kerfoot, Connor Dibblin, Ebraham Alskaf, Mustafa Anjari, Anil A. Bharath, Andrew P. King, Henry Chubb, Teresa Correia, Marta Varela
Left Atrial Ejection Fraction Estimation Using SEGANet for Fully Automated Segmentation of CINE MRI. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Marta Varela, Sandro F. Queirós, Mustafa Anjari, Teresa Correia, Andrew P. King, Anil A. Bharath, Jack Lee
Strain maps of the left atrium imaged with a novel high-resolution CINE MRI protocol. EMBC (2020)
Aditi Roy, Marta Varela, Henry Chubb, Robert S. MacLeod, Jules C. Hancox, Tobias Schaeffter, Mark D. O'Neill, Oleg V. Aslanidi
Virtual Catheter Ablation of Target Areas Identified from Image-Based Models of Atrial Fibrillation. FIMH (2019)
Marica Muffoletto, Xiao Fu, Aditi Roy, Marta Varela, Paul A. Bates, Oleg V. Aslanidi
Development of a Deep Learning Method to Predict Optimal Ablation Patterns for Atrial Fibrillation. CIBCB (2019)
Rashed Karim, Lauren-Emma Blake, Jiro Inoue, Qian Tao, Shuman Jia, Richard James Housden, Pranav Bhagirath, Jean-Luc Duval, Marta Varela, Jonathan M. Behar, Loïc Cadour, Rob J. van der Geest, Hubert Cochet, Maria Drangova, Maxime Sermesant, Reza Razavi, Oleg V. Aslanidi, Ronak Rajani, Kawal S. Rhode
Algorithms for left atrial wall segmentation and thickness - Evaluation on an open-source CT and MRI image database. Medical Image Anal. 50 (2018)
Marta Varela, Purwa Dar, Jules C. Hancox, Oleg V. Aslanidi
The Efficacy of Class III Anti-arrhythmic Drug Action in 3D Canine Atrial Models: Is the Blockade of IKCa Pro- or Anti-arrhythmic?. CinC (2017)
Marta Varela, Ross Morgan, Adeline Theron, Desmond Dillon-Murphy, Henry Chubb, John Whitaker, Markus Henningsson, Paul Aljabar, Tobias Schaeffter, Christoph Kolbitsch, Oleg V. Aslanidi
Novel MRI Technique Enables Non-Invasive Measurement of Atrial Wall Thickness. IEEE Trans. Medical Imaging 36 (8) (2017)
Aditi Roy, Marta Varela, Oleg V. Aslanidi
Image-Based Computational Evaluation of the Competing Effect of Atrial Wall Thickness and Fibrosis on Re-entrant Drivers for Atrial Arrhythmias. CinC (2017)
Navjeevan Soor, Ross Morgan, Marta Varela, Oleg V. Aslanidi
Towards patient-specific modelling of lesion formation during radiofrequency catheter ablation for atrial fibrillation. EMBC (2016)
Rashed Karim, Marta Varela, Pranav Bhagirath, Ross Morgan, Jonathan M. Behar, Richard James Housden, Ronak Rajani, Oleg V. Aslanidi, Kawal S. Rhode
Segmentation Challenge on the Quantification of Left Atrial Wall Thickness. STACOM@MICCAI (2016)
Marta Varela, Michael A. Colman, Jules C. Hancox, Oleg V. Aslanidi
Atrial Heterogeneity Generates Re-entrant Substrate during Atrial Fibrillation and Anti-arrhythmic Drug Action: Mechanistic Insights from Canine Atrial Models. PLoS Comput. Biol. 12 (12) (2016)
Marta Varela, Ross Morgan, Nooshin Ghavami, Stuart James, Oleg V. Aslanidi
Ionic Mechanisms of Triggered Activity in Atrial Cell Models. CinC (2014)
Marta Varela, Oleg V. Aslanidi
Role of atrial tissue substrate and electrical activation pattern in fractionation of atrial electrograms: A computational study. EMBC (2014)
Marta Varela, Jichao Zhao, Oleg V. Aslanidi
Determination of Atrial Myofibre Orientation Using Structure Tensor Analysis for Biophysical Modelling. FIMH (2013)
Tomoki Arichi, Gianlorenzo Fagiolo, Marta Varela, Alejandro Melendez-Calderon, Alessandro Allievi, Nazakat Merchant, Nora Tusor, Serena J. Counsell, Etienne Burdet, Christian F. Beckmann, A. David Edwards
Development of BOLD signal hemodynamic responses in the human brain. NeuroImage 63 (2) (2012)
Jeremy C. Hebden, Marta Varela, Salavat Magazov, Nick Everdell, Adam P. Gibson, Judith Meek, Topun Austin
Diffuse optical imaging of the newborn infant brain. ISBI (2012)