Marta Varela - RankMe

41 papers C 1Journal 17Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	High-Resolution Maps of Left Atrial Displacements and Strains Estimated With 3D Cine MRI Using Online Learning Neural Networks. IEEE Trans. Medical Imaging Christoforos Galazis, Samuel Shepperd, Emma J. P. Brouwer, Sandro F. Queirós, Ebraham Alskaf, Mustafa Anjari, Amedeo Chiribiri, Jack Lee, Anil A. Bharath, Marta Varela
2025	J	`jnl`	Spectral Bias Correction in PINNs for Myocardial Image Registration of Pathological Data. CoRR Bastien C. Baluyot, Marta Varela, Chen Qin
2025	J	`jnl`	Towards deployment-centric multimodal AI beyond vision and language. CoRR Xianyuan Liu, Jiayang Zhang, Shuo Zhou, Thijs L. van der Plas, Avish Vijayaraghavan, Anastasiia Grishina, Mengdie Zhuang, Daniel Schofield, Christopher Tomlinson, Yuhan Wang, Ruizhe Li, Louisa van Zeeland, Sina Tabakhi, Cyndie Demeocq, Xiang Li, Arunav Das, Orlando Timmerman, Thomas Baldwin-McDonald, Jinge Wu, Peizhen Bai, Zahraa Al Sahili, Omnia Alwazzan, Thao N. Do, Mohammod Naimul Islam Suvon, Angeline Wang, Lucia Cipolina-Kun, Luigi A. Moretti, Lucas Farndale, Nitisha Jain, Natalia Efremova, Yan Ge, Marta Varela, Hak-Keung Lam, Oya Çeliktutan, Ben R. Evans, Alejandro Coca-Castro, Honghan Wu, Zahraa S. Abdallah, Chen Chen, Valentin Danchev, Nataliya Tkachenko, Lei Lu, Tingting Zhu, Gregory G. Slabaugh, Roger K. Moore, William K. Cheung, Peter H. Charlton, Haiping Lu
2024	J	`jnl`	A robust quality estimation method for medical image segmentation with small datasets. Biomed. Signal Process. Control. Fatmatülzehra Uslu, Marta Varela
2024	—	`conf`	Characterisation of Anti-Arrhythmic Drug Effects on Cardiac Electrophysiology Using Physics-Informed Neural Networks. ISBI Ching-En Chiu, Arieh Levy Pinto, Rasheda A. Chowdhury, Kim Christensen, Marta Varela
2024	—	`conf`	Classification of Mitral Regurgitation from Cardiac Cine MRI Using Clinically-Interpretable Morphological Features. CMRxRecon/MBAS/STACOM@MICCAI Y. On, Kavitha Vimalesvaran, Sameer Zaman, Matthew J. Shun-Shin, James Howard, N. Linton, Graham Cole, Anil A. Bharath, Marta Varela
2024	J	`jnl`	PINNing Cerebral Blood Flow: Analysis of Perfusion MRI in Infants using Physics-Informed Neural Networks. CoRR Christoforos Galazis, Ching-En Chiu, Tomoki Arichi, Anil A. Bharath, Marta Varela
2024	—	`conf`	Physics-Informed Neural Networks Can Accurately Model Cardiac Electrophysiology in 3D Geometries and Fibrillatory Conditions. CMRxRecon/MBAS/STACOM@MICCAI Ching-En Chiu, Aditi Roy, Sarah Cechnicka, Ashvin Gupta, Arieh Levy Pinto, Christoforos Galazis, Kim Christensen, Danilo P. Mandic, Marta Varela
2024	—	`conf`	Two-Stage nnU-Net for Automatic Multi-class Bi-atrial Segmentation from LGE-MRIs. CMRxRecon/MBAS/STACOM@MICCAI Y. On, Christoforos Galazis, Ching-En Chiu, Marta Varela
2023	—	`conf`	Automatic Aortic Valve Pathology Detection from 3-Chamber Cine MRI with Spatio-Temporal Attention Maps. FIMH Y. On, Kavitha Vimalesvaran, Christoforos Galazis, Sameer Zaman, James Howard, N. Linton, N. Peters, Graham Cole, Anil A. Bharath, Marta Varela
2023	J	`jnl`	Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics 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
2023	J	`jnl`	High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D CINE MRI and Unsupervised Neural Networks. CoRR Christoforos Galazis, Samuel Shepperd, Emma Brouwer, Sandro F. Queirós, Ebraham Alskaf, Mustafa Anjari, Amedeo Chiribiri, Jack Lee, Anil A. Bharath, Marta Varela
2023	J	`jnl`	High-resolution 3D Maps of Left Atrial Displacements using an Unsupervised Image Registration Neural Network. CoRR Christoforos Galazis, Anil Anthony Bharath, Marta Varela
2023	—	`conf`	Prototype of a Cardiac MRI Simulator for the Training of Supervised Neural Networks. FIMH Marta Varela, Anil A. Bharath
2022	J	`jnl`	Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. Medical Image Anal. 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 H. 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
2022	J	`jnl`	LA-Net: A Multi-Task Deep Network for the Segmentation of the Left Atrium. IEEE Trans. Medical Imaging Fatmatülzehra Uslu, Marta Varela, Georgia Boniface, Thakshayene Mahenthran, Henry Chubb, Anil A. Bharath
2022	—	`conf`	PAT-CNN: Automatic Segmentation and Quantification of Pericardial Adipose Tissue from T2-Weighted Cardiac Magnetic Resonance Images. STACOM@MICCAI Zhuoyu Li, Camille Petri, James Howard, Graham Cole, Marta Varela
2022	J	`jnl`	Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation. CoRR Christoforos Galazis, Huiyi Wu, Zhuoyu Li, Camille Petri, Anil A. Bharath, Marta Varela
2021	J	`jnl`	Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge. CoRR 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 H. 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
2021	—	`conf`	Evolution of Epicardial Rotors into Breakthrough Waves During Atrial Fibrillation in 3D Canine Biatrial Model with Detailed Fibre Orientation. CinC Ataollah Tajabadi, Aditi Roy, Marta Varela, Oleg V. Aslanidi
2021	—	`conf`	SA-Net: A Sequence Aware Network for the Segmentation of the Left Atrium in Cine MRI Datasets. ISBI Fatmatülzehra Uslu, Marta Varela
2021	—	`conf`	Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation. STACOM@MICCAI Christoforos Galazis, Huiyi Wu, Zhuoyu Li, Camille Petri, Anil A. Bharath, Marta Varela
2020	—	`conf`	A Semi-Automatic Method To Segment The Left Atrium in MR Volumes With Varying Slice Numbers. EMBC Fatmatülzehra Uslu, Marta Varela, Anil A. Bharath
2020	—	`conf`	Automatic Myocardial Disease Prediction from Delayed-Enhancement Cardiac MRI and Clinical Information. M&Ms and EMIDEC/STACOM@MICCAI Ana Lourenço, Eric Kerfoot, Irina Grigorescu, Cian M. Scannell, Marta Varela, Teresa Correia
2020	J	`jnl`	Identifying locations of re-entrant drivers from patient-specific distribution of fibrosis in the left atrium. PLoS Comput. Biol. Aditi Roy, Marta Varela, Henry Chubb, Robert S. MacLeod, Jules C. Hancox, Tobias Schaeffter, Oleg V. Aslanidi
2020	—	`conf`	Left Atrial Ejection Fraction Estimation Using SEGANet for Fully Automated Segmentation of CINE MRI. M&Ms and EMIDEC/STACOM@MICCAI Ana Lourenço, Eric Kerfoot, Connor Dibblin, Ebraham Alskaf, Mustafa Anjari, Anil A. Bharath, Andrew P. King, Henry Chubb, Teresa Correia, Marta Varela
2020	—	`conf`	Strain maps of the left atrium imaged with a novel high-resolution CINE MRI protocol. EMBC Marta Varela, Sandro F. Queirós, Mustafa Anjari, Teresa Correia, Andrew P. King, Anil A. Bharath, Jack Lee
2019	C	`conf`	Development of a Deep Learning Method to Predict Optimal Ablation Patterns for Atrial Fibrillation. CIBCB Marica Muffoletto, Xiao Fu, Aditi Roy, Marta Varela, Paul A. Bates, Oleg V. Aslanidi
2019	—	`conf`	Virtual Catheter Ablation of Target Areas Identified from Image-Based Models of Atrial Fibrillation. FIMH Aditi Roy, Marta Varela, Henry Chubb, Robert S. MacLeod, Jules C. Hancox, Tobias Schaeffter, Mark D. O'Neill, Oleg V. Aslanidi
2018	J	`jnl`	Algorithms for left atrial wall segmentation and thickness - Evaluation on an open-source CT and MRI image database. Medical Image Anal. 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
2017	—	`conf`	Image-Based Computational Evaluation of the Competing Effect of Atrial Wall Thickness and Fibrosis on Re-entrant Drivers for Atrial Arrhythmias. CinC Aditi Roy, Marta Varela, Oleg V. Aslanidi
2017	J	`jnl`	Novel MRI Technique Enables Non-Invasive Measurement of Atrial Wall Thickness. IEEE Trans. Medical Imaging Marta Varela, Ross Morgan, Adeline Theron, Desmond Dillon-Murphy, Henry Chubb, John Whitaker, Markus Henningsson, Paul Aljabar, Tobias Schaeffter, Christoph Kolbitsch, Oleg V. Aslanidi
2017	—	`conf`	The Efficacy of Class III Anti-arrhythmic Drug Action in 3D Canine Atrial Models: Is the Blockade of IKCa Pro- or Anti-arrhythmic?. CinC Marta Varela, Purwa Dar, Jules C. Hancox, Oleg V. Aslanidi
2016	J	`jnl`	Atrial Heterogeneity Generates Re-entrant Substrate during Atrial Fibrillation and Anti-arrhythmic Drug Action: Mechanistic Insights from Canine Atrial Models. PLoS Comput. Biol. Marta Varela, Michael A. Colman, Jules C. Hancox, Oleg V. Aslanidi
2016	—	`conf`	Segmentation Challenge on the Quantification of Left Atrial Wall Thickness. STACOM@MICCAI Rashed Karim, Marta Varela, Pranav Bhagirath, Ross Morgan, Jonathan M. Behar, Richard James Housden, Ronak Rajani, Oleg V. Aslanidi, Kawal S. Rhode
2016	—	`conf`	Towards patient-specific modelling of lesion formation during radiofrequency catheter ablation for atrial fibrillation. EMBC Navjeevan Soor, Ross Morgan, Marta Varela, Oleg V. Aslanidi
2014	—	`conf`	Ionic Mechanisms of Triggered Activity in Atrial Cell Models. CinC Marta Varela, Ross Morgan, Nooshin Ghavami, Stuart James, Oleg V. Aslanidi
2014	—	`conf`	Role of atrial tissue substrate and electrical activation pattern in fractionation of atrial electrograms: A computational study. EMBC Marta Varela, Oleg V. Aslanidi
2013	—	`conf`	Determination of Atrial Myofibre Orientation Using Structure Tensor Analysis for Biophysical Modelling. FIMH Marta Varela, Jichao Zhao, Oleg V. Aslanidi
2012	J	`jnl`	Development of BOLD signal hemodynamic responses in the human brain. NeuroImage 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
2012	—	`conf`	Diffuse optical imaging of the newborn infant brain. ISBI Jeremy C. Hebden, Marta Varela, Salavat Magazov, Nick Everdell, Adam P. Gibson, Judith Meek, Topun Austin