MS
Maxime Sermesant
Models, CardiovascularAlgorithmsCatheter Ablationcs.CVAtrial fibrillationcs.LGTachycardia, Ventricularventricular tachycardiaAtrial FibrillationComputer Simulation
On Valency
published · living versionsW_vhezywh2·v1 · currentpublished
Physiology-Aware Graph Attention for Early Ventricular Reentry Prediction
with Ma{ë}lis Morier, Jairo Rodr{í}guez Padilla, Patrick Gallinari
1 version
Preprints & journals
131 papers in the corpus · 2005–2026Physiology-Aware Graph Attention for Early Ventricular Reentry Prediction2610.26430v1 · Maelis Morier (EPIONE), Jairo Rodr'iguez Padilla, Patrick Gallinari et al.2026 · 0 citationsSTACOM 2026 - 17th International Workshop on Statistical Atlases and Computational Models of the Heart, Sep 2026, Strasbourg, Franceon Valency
Temporal Periodic Image Registration with Implicit Neural Representations2610.21845v1 · Mathias Lowes, Kristine Aavild S\orensen, Maxime Sermesant et al.2026 · 0 citationsarXiv
Uncertainty Quantification in Cardiac Model Personalisation from Ultrafast Ultrasound2609.35214v1 · Camilla Ferrario, Maelys Venet, Olivier Villemain et al.2026 · 0 citationsStatistical Atlases and Computational Modelling of the Heart (STACOM), MICCAI 2026., Sep 2026, Strasbourg, France
Subject-specific data-driven parameterization of preclinical 3D MRI-based heart models using an efficient algorithm to predict infarct-related tachycardia.42684319 · Rodríguez Padilla, Jairo, Cedilnik, Nicolas, Ly, Buntheng et al.2026 · 0 citationsChaos (Woodbury, N.Y.). 2026;36(9)
Generative Modeling and Multispectral Imaging for Eye Fundus Classification.42646622 · Burgos-Fernández, Francisco J, Ly, Buntheng, Bou-Marin, Marina et al.2026 · 0 citationsMedical sciences (Basel, Switzerland). 2026;14(4)
Global sensitivity analysis through causal discovery for an electromechanical cardiac model.42461383 · Al-Ali, Safaa, Rodríguez-Padilla, Jairo, Sermesant, Maxime et al.2026 · 1 citationBiomechanics and modeling in mechanobiology. 2026;25(4)
Computed tomography-guided vs conventional catheter ablation for ventricular tachycardia: the InEurHeart trial.41667137 · Sacher, Frederic, Reichlin, Tobias, Le Bloa, Mathieu et al.2026 · 12 citationsEuropean heart journal. 2026;47(23):2951-2964
Pulsed field vs radiofrequency ablation for paroxysmal atrial fibrillation: the BEAT PAROX-AF trial.41568658 · Jais, Pierre, Neuzil, Petr, Scherr, Daniel et al.2026 · 36 citationsEuropean heart journal. 2026;47(13):1527-1537
Beyond CHA 2 DS 2 -VASc: Hemodynamic and Morphologic Discriminants for Thrombus Formation and Stroke in Atrial Fibrillation Patients.41792383 · Kjeldsberg, Henrik Aasen, Harrison, Josquin, Sermesant, Maxime et al.2026 · 2 citationsAnnals of biomedical engineering. 2026;54(9):3043-3060
SPOT-Cardio: Integrated Application for AI-Powered Automated Myocardial Scar Quantification on Joint Bright- and Black-Blood Late Gadolinium Enhancement MRI Images.41375730 · He, Kun, Gerbaud, Edouard, Génisson, Thaïs et al.2025 · 2 citationsJournal of clinical medicine. 2025;14(23)
In silico predictions of action potential propagation in doxorubicin cardiotoxicity: A parametric study using preclinical 3D magnetic resonance imaging-based fibrotic left ventricle models.41177993 · Villar-Valero, Javier, Rodríguez Padilla, Jairo, Cedilnik, Nicolas et al.2026 · 6 citationsThe Journal of physiology. 2026;604(13):5585-5609
One-click co-registered T2 mapping and dual black- and bright-blood late gadolinium enhancement MRI for comprehensive assessment of myocardial injury after acute STEMI.40861108 · Bustin, Aurelien, de Villedon de Naide, Victor, Gerbaud, Edouard et al.2025 · 2 citationsEuropean heart journal. Imaging methods and practice. 2025;3(2):qyaf103
Digital twin integrating clinical, morphological and hemodynamic data to identify stroke risk factors.40527917 · Saiz-Vivó, Marta, Mill, Jordi, Iriart, Xavier et al.2025 · 11 citationsNPJ digital medicine. 2025;8(1):369
Imaging-Aided VT Ablation. Long-Term Results From a Pilot Study.40420538 · Sacristan, Benjamin, Cochet, Hubert, Bouyer, Benjamin et al.2025 · 8 citationsJournal of cardiovascular electrophysiology. 2025;36(8):1841-1848
Implicit Neural Representations for Registration of Left Ventricle Myocardium During a Cardiac Cycle2501.07248v1 · Mathias Micheelsen Lowes, Jonas Jalili Pedersen, Bj\orn S. Hansen et al.2025 · 4 citationsarXiv
Constraint-Based Model in Multimodal Learning to Improve Ventricular Arrhythmia Prediction2412.17840v1 · Evariste Njomgue Fotso (EPIONE), Buntheng Ly, Hubert Cochet et al.2024 · 1 citationStatistical Atlases and Computational Modeling of the Heart (STACOM), Oct 2024, Marrackech, Maroc, Morocco
Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translation.38551825 · Wang, Zihao, Yang, Yingyu, Chen, Yuzhou et al.2024 · 50 citationsIEEE transactions on medical imaging. 2024;43(8):2825-2838
Comparing pulsed field electroporation and radiofrequency ablation for the treatment of paroxysmal atrial fibrillation: design and rationale of the BEAT PAROX-AF randomized clinical trial.38646926 · Erhard, Nico, Frison, Eric, Asselineau, Julien et al.2024 · 12 citationsEuropace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology. 2024;26(5)
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation2404.01102v2 · Zihao Wang, Yingyu Yang, Yuzhou Chen et al.2024 · 0 citationsarXiv
The role of the pulmonary veins on left atrial flow patterns and thrombus formation.38467726 · Mill, Jordi, Harrison, Josquin, Saiz-Vivo, Marta et al.2024 · 23 citationsScientific reports. 2024;14(1):5860
Simultaneous data assimilation and cardiac electrophysiology model correction using differentiable physics and deep learning.38106918 · Kashtanova, Victoriya, Pop, Mihaela, Ayed, Ibrahim et al.2024 · 7 citationsInterface focus. 2023;13(6):20230043
Efficient Patient-Specific Simulations of Ventricular Tachycardia Based on Computed Tomography-Defined Wall Thickness Heterogeneity.37804259 · Cedilnik, Nicolas, Pop, Mihaela, Duchateau, Josselin et al.2023 · 14 citationsJACC. Clinical electrophysiology. 2023;9(12):2507-2519
Automated inversion time selection for black-blood late gadolinium enhancement cardiac imaging in clinical practice.37294423 · Maillot, Aurélien, Sridi, Soumaya, Pineau, Xavier et al.2023 · 7 citationsMagma (New York, N.Y.). 2023;36(6):877-885
Advanced Imaging Integration for Catheter Ablation of Ventricular Tachycardia.37115434 · Kowalewski, Christopher, Ascione, Ciro, Nuñez-Garcia, Marta et al.2023 · 4 citationsCurrent cardiology reports. 2023;25(6):535-542
Smart cardiac magnetic resonance delivering one-click and comprehensive assessment of cardiovascular disease.36638777 · Bustin, Aurelien, Stuber, Matthias, Sermesant, Maxime et al.2023 · 6 citationsEuropean heart journal. 2023;44(8):636-637
Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion2301.13743v1 · Zihao Wang, Yingyu Yang, Maxime Sermesant et al.2023 · 8 citationsarXiv
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers2211.11687v1 · Zihao Wang, Yingyu Yang, Maxime Sermesant et al.2022 · 6 citationsarXiv
Additional prognostic value of echocardiographic follow-up in pulmonary hypertension-role of 3D right ventricular area strain.36265185 · Moceri, Pamela, Duchateau, Nicolas, Baudouy, Delphine et al.2022 · 9 citationsEuropean heart journal. Cardiovascular Imaging. 2022;23(11):1562-1572
In-silico analysis of the influence of pulmonary vein configuration on left atrial haemodynamics and thrombus formation in a large cohort2210.12063v1 · Jordi Mill, Josquin Harrison, Benoit Legghe et al.2022 · 22 citationsarXiv
Improved myocardial scar visualization with fast free-breathing motion-compensated black-blood T1-rho-prepared late gadolinium enhancement MRI.35961843 · Sridi, Soumaya, Nuñez-Garcia, Marta, Sermesant, Maxime et al.2022 · 20 citationsDiagnostic and interventional imaging. 2022;103(12):607-617
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge.35834896 · Zhuang, Xiahai, Xu, Jiahang, Luo, Xinzhe et al.2022 · 100 citationsMedical image analysis. 2022;81:102528
Decoding Genetic Markers of Multiple Phenotypic Layers Through Biologically Constrained Genome-To-Phenome Bayesian Sparse Regression.39086978 · Deprez, Marie, Moreira, Julien, Sermesant, Maxime et al.2024 · 2 citationsFrontiers in molecular medicine. 2022;2:830956
Preoperative personalization of atrial fibrillation ablation strategy to prevent esophageal injury: Impact of changes in esophageal position.35274776 · Nakatani, Yosuke, Nuñez-Garcia, Marta, Cheniti, Ghassen et al.2022 · 4 citationsJournal of cardiovascular electrophysiology. 2022;33(5):908-916
Left atrial shape is independent predictor of arrhythmia recurrence after catheter ablation for atrial fibrillation: A shape statistics study.34988507 · Jia, Shuman, Nivet, Hubert, Harrison, Josquin et al.2022 · 22 citationsHeart rhythm O2. 2021;2(6Part A):622-632
Value of 3D right ventricular function over 2D assessment in acute pulmonary embolism.34672394 · Moceri, Pamela, Duchateau, Nicolas, Sartre, Benjamin et al.2022 · 5 citationsEchocardiography (Mount Kisco, N.Y.). 2021;38(10):1694-1701
Three-dimensional right ventricular shape and strain in congenital heart disease patients with right ventricular chronic volume loading.32756985 · Moceri, Pamela, Duchateau, Nicolas, Gillon, Stéphane et al.2021 · 33 citationsEuropean heart journal. Cardiovascular Imaging. 2021;22(10):1174-1181
Biophysics-based statistical learning: Application to heart and brain interactions.34020082 · Banus, Jaume, Lorenzi, Marco, Camara, Oscar et al.2021 · 9 citationsMedical image analysis. 2021;72:102089
Applications of artificial intelligence in cardiovascular imaging.33712806 · Sermesant, Maxime, Delingette, Hervé, Cochet, Hubert et al.2022 · 170 citationsNature reviews. Cardiology. 2021;18(8):600-609
Deep learning formulation of electrocardiographic imaging integrating image and signal information with data-driven regularization.33751073 · Bacoyannis, Tania, Ly, Buntheng, Cedilnik, Nicolas et al.2021 · 30 citationsEuropace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology. 2021;23(23 Suppl 1):i55-i62
3D MRI of explanted sheep hearts with submillimeter isotropic spatial resolution: comparison between diffusion tensor and structure tensor imaging.33638739 · Magat, Julie, Ozenne, Valéry, Cedilnik, Nicolas et al.2021 · 15 citationsMagma (New York, N.Y.). 2021;34(5):741-755
Cardiac Motion Modeling with Parallel Transport and Shape Splines2102.08665v1 · Nicolas Guigui (UCA, EPIONE), Pamela Moceri (URRIS UR2CA) et al.2021 · 7 citationsInternational Symposium on Biological Imaging, Apr 2021, Nice, France
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.33166776 · Xiong, Zhaohan, Xia, Qing, Hu, Zhiqiang et al.2021 · 521 citationsMedical image analysis. 2021;67:101832
Joint data imputation and mechanistic modelling for simulating heart-brain interactions in incomplete datasets2010.01052v3 · Jaume Banus, Maxime Sermesant, Oscar Camara et al.2020 · 1 citationarXiv
Direction-Dependent Decomposition of Three-Dimensional Right Ventricular Motion: Beware of Approximations.33008720 · Duchateau, Nicolas, Moceri, Pamela, Sermesant, Maxime2021 · 2 citationsJournal of the American Society of Echocardiography : official publication of the American Society of Echocardiography. 2021;34(2):201-203
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging2004.12314v3 · Zhaohan Xiong, Qing Xia, Zhiqiang Hu et al.2020 · 12 citationsarXiv
Novel atlas of fiber directions built from ex-vivo diffusion tensor images of porcine hearts.31830700 · Mojica, Mia, Pop, Mihaela, Sermesant, Maxime et al.2021 · 12 citationsComputer methods and programs in biomedicine. 2020;187:105200
Are wall thickness channels defined by computed tomography predictive of isthmuses of postinfarction ventricular tachycardia?31207315 · Takigawa, Masateru, Duchateau, Josselin, Sacher, Frederic et al.2020 · 78 citationsHeart rhythm. 2019;16(11):1661-1668
Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms1906.05921v1 · N. Guigui (EPIONE, UCA), Shuman Jia (EPIONE et al.2019 · 6 citationsGeometric Science of Information 2019, Aug 2019, Toulouse, France
Breaking the state of the heart: meshless model for cardiac mechanics.31161351 · Lluch, Èric, De Craene, Mathieu, Bijnens, Bart et al.2020 · 32 citationsBiomechanics and modeling in mechanobiology. 2019;18(6):1549-1561
A rule-based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts.30721579 · Doste, Ruben, Soto-Iglesias, David, Bernardino, Gabriel et al.2020 · 130 citationsInternational journal for numerical methods in biomedical engineering. 2019;35(4):e3185
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