Publications de Maxime Sermesant, RHU Talenthttps://www.rhu-talent.fr/equipe/maxime-sermesant/publications/Directeur de recherche Inria
Inria ]]>Hugo+OsunyfrFri, 29 May 2026 14:52:38 +0200Beyond CHA²DS²-VASc: Hemodynamic and Morphologic Discriminants for Thrombus Formation and Stroke in Atrial Fibrillation Patientshttps://www.rhu-talent.fr/resultats/publications/2026-beyond-cha-ds-vasc-hemodynamic-and-morphologic-discriminants-for-thrombus-formation-and-stroke-in-at/Fri, 06 Mar 2026 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2026-beyond-cha-ds-vasc-hemodynamic-and-morphologic-discriminants-for-thrombus-formation-and-stroke-in-at/In silico predictions of action potential propagation in doxorubicin cardiotoxicity: A parametric study using preclinical 3D magnetic resonance imaging‐based fibrotic left ventricle modelshttps://www.rhu-talent.fr/resultats/publications/2025-in-silico-predictions-of-action-potential-propagation-in-doxorubicin-cardiotoxicity-a-parametric-stu/Sun, 02 Nov 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-in-silico-predictions-of-action-potential-propagation-in-doxorubicin-cardiotoxicity-a-parametric-stu/A cloud-based platform for seamless digital testing of cardiac medical devices and drugshttps://www.rhu-talent.fr/resultats/publications/2025-a-cloud-based-platform-for-seamless-digital-testing-of-cardiac-medical-devices-and-drugs/Tue, 26 Aug 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-a-cloud-based-platform-for-seamless-digital-testing-of-cardiac-medical-devices-and-drugs/Learning Cardiac Electrophysiology with Graph Neural Networks for Fast Data-driven Personalised Predictionshttps://www.rhu-talent.fr/resultats/publications/2025-learning-cardiac-electrophysiology-with-graph-neural-networks-for-fast-data-driven-personalised-pred/Wed, 16 Jul 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-learning-cardiac-electrophysiology-with-graph-neural-networks-for-fast-data-driven-personalised-pred/Myocardial Stiffness Quantification using Ultrasound Shear Wave Elastography and Reduced Modeling for Subject-specific Simulationshttps://www.rhu-talent.fr/resultats/publications/2025-myocardial-stiffness-quantification-using-ultrasound-shear-wave-elastography-and-reduced-modeling-fo/Wed, 16 Jul 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-myocardial-stiffness-quantification-using-ultrasound-shear-wave-elastography-and-reduced-modeling-fo/Digital twin integrating clinical, morphological and hemodynamic data to identify stroke risk factorshttps://www.rhu-talent.fr/resultats/publications/2025-digital-twin-integrating-clinical-morphological-and-hemodynamic-data-to-identify-stroke-risk-factors/Tue, 17 Jun 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-digital-twin-integrating-clinical-morphological-and-hemodynamic-data-to-identify-stroke-risk-factors/Frugal AI for Automated Cardiac Defibrillation: Balancing Performance & Hardware Constraintshttps://www.rhu-talent.fr/resultats/publications/2025-frugal-ai-for-automated-cardiac-defibrillation-balancing-performance-hardware-constraints-1/Sun, 01 Jun 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-frugal-ai-for-automated-cardiac-defibrillation-balancing-performance-hardware-constraints-1/Frugal AI for Automated Cardiac Defibrillation: Balancing Performance & Hardware Constraintshttps://www.rhu-talent.fr/resultats/publications/2025-frugal-ai-for-automated-cardiac-defibrillation-balancing-performance-hardware-constraints/Sun, 01 Jun 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-frugal-ai-for-automated-cardiac-defibrillation-balancing-performance-hardware-constraints/In silico Assessment of Arrhythmia Inducibility Dependence on Stimulus Location using Calibrated MR-based Infarcted Heart Modelshttps://www.rhu-talent.fr/resultats/publications/2025-in-silico-assessment-of-arrhythmia-inducibility-dependence-on-stimulus-location-using-calibrated-mr/Sun, 01 Jun 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-in-silico-assessment-of-arrhythmia-inducibility-dependence-on-stimulus-location-using-calibrated-mr/Multimodal Personalisation of Cardiac Electrophysiology Models combining 12-lead ECG and Computed Tomographyhttps://www.rhu-talent.fr/resultats/publications/2025-multimodal-personalisation-of-cardiac-electrophysiology-models-combining-12-lead-ecg-and-computed-to/Sun, 01 Jun 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-multimodal-personalisation-of-cardiac-electrophysiology-models-combining-12-lead-ecg-and-computed-to/Uncertainty-Informed Multimodal Infarct Age Prediction from Imaging and Clinical Datahttps://www.rhu-talent.fr/resultats/publications/2025-uncertainty-informed-multimodal-infarct-age-prediction-from-imaging-and-clinical-data/Sun, 01 Jun 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-uncertainty-informed-multimodal-infarct-age-prediction-from-imaging-and-clinical-data/Imaging‐Aided VT Ablation. Long‐Term Results From a Pilot Studyhttps://www.rhu-talent.fr/resultats/publications/2025-imaging-aided-vt-ablation-long-term-results-from-a-pilot-study-1/Mon, 26 May 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-imaging-aided-vt-ablation-long-term-results-from-a-pilot-study-1/Cardiac Electromechanical Model Sensitivity Analysis using Causal Discoveryhttps://www.rhu-talent.fr/resultats/publications/2025-cardiac-electromechanical-model-sensitivity-analysis-using-causal-discovery/Wed, 01 Jan 2025 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2025-cardiac-electromechanical-model-sensitivity-analysis-using-causal-discovery/Improving Neural Network Surface Processing with Principal Curvatureshttps://www.rhu-talent.fr/resultats/publications/2024-improving-neural-network-surface-processing-with-principal-curvatures/Tue, 10 Dec 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-improving-neural-network-surface-processing-with-principal-curvatures/Echocardiography Analysis with Deep Learning using Priors: Multi-centric Evaluation of Generalisationhttps://www.rhu-talent.fr/resultats/publications/2024-echocardiography-analysis-with-deep-learning-using-priors-multi-centric-evaluation-of-generalisation/Sat, 30 Nov 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-echocardiography-analysis-with-deep-learning-using-priors-multi-centric-evaluation-of-generalisation/Artificial Intelligence for Automated Cardiac Defibrillation in Embedded Systemshttps://www.rhu-talent.fr/resultats/publications/2024-artificial-intelligence-for-automated-cardiac-defibrillation-in-embedded-systems/Wed, 27 Nov 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-artificial-intelligence-for-automated-cardiac-defibrillation-in-embedded-systems/Exploring Chemotherapy-Induced Cardiotoxicity Combining A 3D Computational Model and Preclinical Cardiac Imaging Datahttps://www.rhu-talent.fr/resultats/publications/2024-exploring-chemotherapy-induced-cardiotoxicity-combining-a-3d-computational-model-and-preclinical-car/Sun, 10 Nov 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-exploring-chemotherapy-induced-cardiotoxicity-combining-a-3d-computational-model-and-preclinical-car/Constraint-Based Model in Multimodal Learning to Improve Ventricular Arrhythmia Predictionhttps://www.rhu-talent.fr/resultats/publications/2024-constraint-based-model-in-multimodal-learning-to-improve-ventricular-arrhythmia-prediction/Thu, 10 Oct 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-constraint-based-model-in-multimodal-learning-to-improve-ventricular-arrhythmia-prediction/Uncertainty-Based Multi-modal Learning for Myocardial Infarction Diagnosis Using Echocardiography and Electrocardiogramshttps://www.rhu-talent.fr/resultats/publications/2024-uncertainty-based-multi-modal-learning-for-myocardial-infarction-diagnosis-using-echocardiography-an/Sat, 05 Oct 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-uncertainty-based-multi-modal-learning-for-myocardial-infarction-diagnosis-using-echocardiography-an/Activation Recovery Interval for Personalized Cardiac Assessmenthttps://www.rhu-talent.fr/resultats/publications/2024-activation-recovery-interval-for-personalized-cardiac-assessment/Sun, 08 Sep 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-activation-recovery-interval-for-personalized-cardiac-assessment/Assessing Ionic Current Blockades and Electromechanical Biomarkers’ Interrelations Through a Novel Multi-Channel Causal Variational Autoencoderhttps://www.rhu-talent.fr/resultats/publications/2024-assessing-ionic-current-blockades-and-electromechanical-biomarkers-interrelations-through-a-novel-mu/Sun, 08 Sep 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-assessing-ionic-current-blockades-and-electromechanical-biomarkers-interrelations-through-a-novel-mu/Personalisation of Action Potentials Based on Activation Recovery Intervals in Post Infarcted Pigs: A Simulation Studyhttps://www.rhu-talent.fr/resultats/publications/2024-personalisation-of-action-potentials-based-on-activation-recovery-intervals-in-post-infarcted-pigs-a/Sun, 08 Sep 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-personalisation-of-action-potentials-based-on-activation-recovery-intervals-in-post-infarcted-pigs-a/YOUR-Lead: YOLO and U-Net for Reconstruction of ECG Lead Signalshttps://www.rhu-talent.fr/resultats/publications/2024-your-lead-yolo-and-u-net-for-reconstruction-of-ecg-lead-signals/Sun, 08 Sep 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-your-lead-yolo-and-u-net-for-reconstruction-of-ecg-lead-signals/Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translationhttps://www.rhu-talent.fr/resultats/publications/2024-mutual-information-guided-diffusion-for-zero-shot-cross-modality-medical-image-translation/Fri, 29 Mar 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-mutual-information-guided-diffusion-for-zero-shot-cross-modality-medical-image-translation/Building credibility of computational models in cardiovascular medicine through verification and validationhttps://www.rhu-talent.fr/resultats/publications/2024-building-credibility-of-computational-models-in-cardiovascular-medicine-through-verification-and-val/Wed, 13 Mar 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-building-credibility-of-computational-models-in-cardiovascular-medicine-through-verification-and-val/Automatic Analysis of Activation Recovery Interval in Heterogeneous Fibrotic Tissue from Chronically Infarcted Swinehttps://www.rhu-talent.fr/resultats/publications/2024-automatic-analysis-of-activation-recovery-interval-in-heterogeneous-fibrotic-tissue-from-chronically/Mon, 01 Jan 2024 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2024-automatic-analysis-of-activation-recovery-interval-in-heterogeneous-fibrotic-tissue-from-chronically/A causal discovery approach for streamline ion channels selection to improve drug-induced TdP risk assessmenthttps://www.rhu-talent.fr/resultats/publications/2023-a-causal-discovery-approach-for-streamline-ion-channels-selection-to-improve-drug-induced-tdp-risk-a/Tue, 26 Dec 2023 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2023-a-causal-discovery-approach-for-streamline-ion-channels-selection-to-improve-drug-induced-tdp-risk-a/Simultaneous data assimilation and cardiac electrophysiology model correction using differentiable physics and deep learninghttps://www.rhu-talent.fr/resultats/publications/2023-simultaneous-data-assimilation-and-cardiac-electrophysiology-model-correction-using-differentiable-p/Fri, 15 Dec 2023 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2023-simultaneous-data-assimilation-and-cardiac-electrophysiology-model-correction-using-differentiable-p/Efficient Patient-Specific Simulations of Ventricular Tachycardia Based on Computed Tomography-Defined Wall Thickness Heterogeneityhttps://www.rhu-talent.fr/resultats/publications/2023-efficient-patient-specific-simulations-of-ventricular-tachycardia-based-on-computed-tomography-defin/Fri, 01 Sep 2023 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2023-efficient-patient-specific-simulations-of-ventricular-tachycardia-based-on-computed-tomography-defin/Unsupervised Polyaffine Transformation Learning for Echocardiography Motion Estimationhttps://www.rhu-talent.fr/resultats/publications/2023-unsupervised-polyaffine-transformation-learning-for-echocardiography-motion-estimation/Mon, 19 Jun 2023 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2023-unsupervised-polyaffine-transformation-learning-for-echocardiography-motion-estimation/Outcome Predictionhttps://www.rhu-talent.fr/resultats/publications/2023-outcome-prediction/Fri, 05 May 2023 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2023-outcome-prediction/Effect of ASD closure on right ventricular function using 3D echocardiographyhttps://www.rhu-talent.fr/resultats/publications/2023-effect-of-asd-closure-on-right-ventricular-function-using-3d-echocardiography/Sun, 01 Jan 2023 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2023-effect-of-asd-closure-on-right-ventricular-function-using-3d-echocardiography/Unsupervised Echocardiography Registration through Patch-based MLPs and Transformershttps://www.rhu-talent.fr/resultats/publications/2022-unsupervised-echocardiography-registration-through-patch-based-mlps-and-transformers/Sat, 15 Oct 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-unsupervised-echocardiography-registration-through-patch-based-mlps-and-transformers/APHYN-EP: Physics-based deep learning framework to learn and forecast cardiac electrophysiology dynamicshttps://www.rhu-talent.fr/resultats/publications/2022-aphyn-ep-physics-based-deep-learning-framework-to-learn-and-forecast-cardiac-electrophysiology-dynam/Sun, 18 Sep 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-aphyn-ep-physics-based-deep-learning-framework-to-learn-and-forecast-cardiac-electrophysiology-dynam/Explainable Electrocardiogram Analysis with Wave Decomposition: Application to Myocardial Infarction Detectionhttps://www.rhu-talent.fr/resultats/publications/2022-explainable-electrocardiogram-analysis-with-wave-decomposition-application-to-myocardial-infarction/Sun, 18 Sep 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-explainable-electrocardiogram-analysis-with-wave-decomposition-application-to-myocardial-infarction/Interpretable Prediction of Post-Infarct Ventricular Arrhythmia using Graph Convolutional Networkhttps://www.rhu-talent.fr/resultats/publications/2022-interpretable-prediction-of-post-infarct-ventricular-arrhythmia-using-graph-convolutional-network/Sun, 18 Sep 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-interpretable-prediction-of-post-infarct-ventricular-arrhythmia-using-graph-convolutional-network/Deep Learning for Model Correction in Cardiac Electrophysiological Imaginghttps://www.rhu-talent.fr/resultats/publications/2022-deep-learning-for-model-correction-in-cardiac-electrophysiological-imaging/Wed, 06 Jul 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-deep-learning-for-model-correction-in-cardiac-electrophysiological-imaging/Meshless Electrophysiological Modeling of Cardiac Resynchronization Therapy—Benchmark Analysis with Finite-Element Methods in Experimental Datahttps://www.rhu-talent.fr/resultats/publications/2022-meshless-electrophysiological-modeling-of-cardiac-resynchronization-therapy-benchmark-analysis-with/Fri, 01 Jul 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-meshless-electrophysiological-modeling-of-cardiac-resynchronization-therapy-benchmark-analysis-with/MUSIC: Cardiac Imaging, Modelling and Visualisation Software for Diagnosis and Therapyhttps://www.rhu-talent.fr/resultats/publications/2022-music-cardiac-imaging-modelling-and-visualisation-software-for-diagnosis-and-therapy/Wed, 01 Jun 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-music-cardiac-imaging-modelling-and-visualisation-software-for-diagnosis-and-therapy/Deep learning formulation of ECGI evaluated on clinical datahttps://www.rhu-talent.fr/resultats/publications/2022-deep-learning-formulation-of-ecgi-evaluated-on-clinical-data/Thu, 19 May 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-deep-learning-formulation-of-ecgi-evaluated-on-clinical-data/Long-term remodelling and arrhythmogenicity after myocardial infarction using a novel image-based estimator: the Scar Maturation Scorehttps://www.rhu-talent.fr/resultats/publications/2022-long-term-remodelling-and-arrhythmogenicity-after-myocardial-infarction-using-a-novel-image-based-es/Wed, 18 May 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-long-term-remodelling-and-arrhythmogenicity-after-myocardial-infarction-using-a-novel-image-based-es/Deep learning for eye fundus diagnosis based on multispectral imaginghttps://www.rhu-talent.fr/resultats/publications/2022-deep-learning-for-eye-fundus-diagnosis-based-on-multispectral-imaging/Sun, 01 May 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-deep-learning-for-eye-fundus-diagnosis-based-on-multispectral-imaging/Decoding genetic markers of multiple phenotypic layers through biologically constrained Genome-to-Phenome Bayesian Sparse Regressionhttps://www.rhu-talent.fr/resultats/publications/2022-decoding-genetic-markers-of-multiple-phenotypic-layers-through-biologically-constrained-genome-to-ph/Sat, 01 Jan 2022 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2022-decoding-genetic-markers-of-multiple-phenotypic-layers-through-biologically-constrained-genome-to-ph/Left atrial shape is independent predictor of arrhythmia recurrence after catheter ablation for atrial fibrillation: A shape statistics studyhttps://www.rhu-talent.fr/resultats/publications/2021-left-atrial-shape-is-independent-predictor-of-arrhythmia-recurrence-after-catheter-ablation-for-atri/Wed, 01 Dec 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-left-atrial-shape-is-independent-predictor-of-arrhythmia-recurrence-after-catheter-ablation-for-atri/Automatic classification of multispectral eye fundus images using deep learninghttps://www.rhu-talent.fr/resultats/publications/2021-automatic-classification-of-multispectral-eye-fundus-images-using-deep-learning/Mon, 22 Nov 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-automatic-classification-of-multispectral-eye-fundus-images-using-deep-learning/Phase-independent Latent Representation for Cardiac Shape Analysishttps://www.rhu-talent.fr/resultats/publications/2021-phase-independent-latent-representation-for-cardiac-shape-analysis/Mon, 27 Sep 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-phase-independent-latent-representation-for-cardiac-shape-analysis/What computational sciences can do for your hearthttps://www.rhu-talent.fr/resultats/publications/2021-what-computational-sciences-can-do-for-your-heart/Fri, 10 Sep 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-what-computational-sciences-can-do-for-your-heart/Biophysics-based statistical learning: Application to heart and brain interactionshttps://www.rhu-talent.fr/resultats/publications/2021-biophysics-based-statistical-learning-application-to-heart-and-brain-interactions/Sun, 01 Aug 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-biophysics-based-statistical-learning-application-to-heart-and-brain-interactions/Personal-by-design: a 3D Electromechanical Model of the Heart Tailored for Personalisationhttps://www.rhu-talent.fr/resultats/publications/2021-personal-by-design-a-3d-electromechanical-model-of-the-heart-tailored-for-personalisation/Mon, 21 Jun 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-personal-by-design-a-3d-electromechanical-model-of-the-heart-tailored-for-personalisation/Shape Constraints in Deep Learning for Robust 2D Echocardiography Analysishttps://www.rhu-talent.fr/resultats/publications/2021-shape-constraints-in-deep-learning-for-robust-2d-echocardiography-analysis/Mon, 21 Jun 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-shape-constraints-in-deep-learning-for-robust-2d-echocardiography-analysis/EP-Net 2.0: Out-of-Domain Generalisation for Deep Learning Models of Cardiac Electrophysiologyhttps://www.rhu-talent.fr/resultats/publications/2021-ep-net-2-0-out-of-domain-generalisation-for-deep-learning-models-of-cardiac-electrophysiology/Fri, 18 Jun 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-ep-net-2-0-out-of-domain-generalisation-for-deep-learning-models-of-cardiac-electrophysiology/Scar-Related Ventricular Arrhythmia Prediction from Imaging Using Explainable Deep Learninghttps://www.rhu-talent.fr/resultats/publications/2021-scar-related-ventricular-arrhythmia-prediction-from-imaging-using-explainable-deep-learning/Fri, 18 Jun 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-scar-related-ventricular-arrhythmia-prediction-from-imaging-using-explainable-deep-learning/Cardiac Motion Modeling with Parallel Transport and Shape Splineshttps://www.rhu-talent.fr/resultats/publications/2021-cardiac-motion-modeling-with-parallel-transport-and-shape-splines/Tue, 13 Apr 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-cardiac-motion-modeling-with-parallel-transport-and-shape-splines/Applications of artificial intelligence in cardiovascular imaginghttps://www.rhu-talent.fr/resultats/publications/2021-applications-of-artificial-intelligence-in-cardiovascular-imaging/Fri, 12 Mar 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-applications-of-artificial-intelligence-in-cardiovascular-imaging/Deep Learning Formulation of ECGI Integrating Image & Signal Information with Data-driven Regularisationhttps://www.rhu-talent.fr/resultats/publications/2021-deep-learning-formulation-of-ecgi-integrating-image-signal-information-with-data-driven-regularisati/Mon, 01 Mar 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-deep-learning-formulation-of-ecgi-integrating-image-signal-information-with-data-driven-regularisati/Additional prognostic value of echocardiographic follow-up in pulmonary hypertension - role of 3D right ventricular area strainhttps://www.rhu-talent.fr/resultats/publications/2021-additional-prognostic-value-of-echocardiographic-follow-up-in-pulmonary-hypertension-role-of-3d-righ/Fri, 01 Jan 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-additional-prognostic-value-of-echocardiographic-follow-up-in-pulmonary-hypertension-role-of-3d-righ/Direction-dependent decomposition of 3D right ventricular motion: beware of approximationshttps://www.rhu-talent.fr/resultats/publications/2021-direction-dependent-decomposition-of-3d-right-ventricular-motion-beware-of-approximations/Fri, 01 Jan 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-direction-dependent-decomposition-of-3d-right-ventricular-motion-beware-of-approximations/Value of 3D right ventricular function over 2D assessment in acute pulmonary embolismhttps://www.rhu-talent.fr/resultats/publications/2021-value-of-3d-right-ventricular-function-over-2d-assessment-in-acute-pulmonary-embolism/Fri, 01 Jan 2021 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2021-value-of-3d-right-ventricular-function-over-2d-assessment-in-acute-pulmonary-embolism/Automatic multiplanar CT reformatting from trans-axial into left ventricle short-axis viewhttps://www.rhu-talent.fr/resultats/publications/2020-automatic-multiplanar-ct-reformatting-from-trans-axial-into-left-ventricle-short-axis-view/Sun, 04 Oct 2020 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2020-automatic-multiplanar-ct-reformatting-from-trans-axial-into-left-ventricle-short-axis-view/Estimation of imaging biomarker's progression in post-infarct patients using cross-sectional datahttps://www.rhu-talent.fr/resultats/publications/2020-estimation-of-imaging-biomarker-s-progression-in-post-infarct-patients-using-cross-sectional-data/Sun, 04 Oct 2020 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2020-estimation-of-imaging-biomarker-s-progression-in-post-infarct-patients-using-cross-sectional-data/Joint data imputation and mechanistic modelling for simulating heart-brain interactions in incomplete datasetshttps://www.rhu-talent.fr/resultats/publications/2020-joint-data-imputation-and-mechanistic-modelling-for-simulating-heart-brain-interactions-in-incomplet/Tue, 29 Sep 2020 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2020-joint-data-imputation-and-mechanistic-modelling-for-simulating-heart-brain-interactions-in-incomplet/End-to-end Cardiac Ultrasound Simulation for a Better Understanding of Image Qualityhttps://www.rhu-talent.fr/resultats/publications/2020-end-to-end-cardiac-ultrasound-simulation-for-a-better-understanding-of-image-quality/Thu, 23 Jan 2020 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2020-end-to-end-cardiac-ultrasound-simulation-for-a-better-understanding-of-image-quality/Right ventricular remodelling in CHD-PAH patients using 3D speckle trackinghttps://www.rhu-talent.fr/resultats/publications/2020-right-ventricular-remodelling-in-chd-pah-patients-using-3d-speckle-tracking-1/Wed, 15 Jan 2020 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2020-right-ventricular-remodelling-in-chd-pah-patients-using-3d-speckle-tracking-1/3D right ventricular shape and strain in congenital heart disease patients with right ventricular chronic volume loadinghttps://www.rhu-talent.fr/resultats/publications/2020-3d-right-ventricular-shape-and-strain-in-congenital-heart-disease-patients-with-right-ventricular-ch/Wed, 01 Jan 2020 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2020-3d-right-ventricular-shape-and-strain-in-congenital-heart-disease-patients-with-right-ventricular-ch/Eikonal Model Personalisation using Invasive Data to Predict Cardiac Resynchronisation Therapy Electrophysiological Responsehttps://www.rhu-talent.fr/resultats/publications/2019-eikonal-model-personalisation-using-invasive-data-to-predict-cardiac-resynchronisation-therapy-elect/Sun, 13 Oct 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-eikonal-model-personalisation-using-invasive-data-to-predict-cardiac-resynchronisation-therapy-elect/Non-Invasive Pressure Estimation in Patients with Pulmonary Arterial Hypertension: Data-driven or Model-based?https://www.rhu-talent.fr/resultats/publications/2019-non-invasive-pressure-estimation-in-patients-with-pulmonary-arterial-hypertension-data-driven-or-mod/Sun, 13 Oct 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-non-invasive-pressure-estimation-in-patients-with-pulmonary-arterial-hypertension-data-driven-or-mod/Style Data Augmentation for Robust Segmentation of Multi-Modality Cardiac MRIhttps://www.rhu-talent.fr/resultats/publications/2019-style-data-augmentation-for-robust-segmentation-of-multi-modality-cardiac-mri/Sun, 13 Oct 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-style-data-augmentation-for-robust-segmentation-of-multi-modality-cardiac-mri/Towards Hyper-Reduction of Cardiac Models using Poly-Affine Deformationhttps://www.rhu-talent.fr/resultats/publications/2019-towards-hyper-reduction-of-cardiac-models-using-poly-affine-deformation/Sun, 13 Oct 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-towards-hyper-reduction-of-cardiac-models-using-poly-affine-deformation/Symmetric Algorithmic Components for Shape Analysis with Diffeomorphismshttps://www.rhu-talent.fr/resultats/publications/2019-symmetric-algorithmic-components-for-shape-analysis-with-diffeomorphisms/Tue, 27 Aug 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-symmetric-algorithmic-components-for-shape-analysis-with-diffeomorphisms/Improving Cardiac Arrhythmia Therapy with Medical Imaginghttps://www.rhu-talent.fr/resultats/publications/2019-improving-cardiac-arrhythmia-therapy-with-medical-imaging/Wed, 17 Jul 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-improving-cardiac-arrhythmia-therapy-with-medical-imaging/Deep Learning Formulation of ECGI for Data-driven Integration of Spatiotemporal Correlations and Imaging Informationhttps://www.rhu-talent.fr/resultats/publications/2019-deep-learning-formulation-of-ecgi-for-data-driven-integration-of-spatiotemporal-correlations-and-ima/Thu, 06 Jun 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-deep-learning-formulation-of-ecgi-for-data-driven-integration-of-spatiotemporal-correlations-and-ima/EP-Net: Learning Cardiac Electrophysiology Models for Physiology-based Constraints in Data-Driven Predictionshttps://www.rhu-talent.fr/resultats/publications/2019-ep-net-learning-cardiac-electrophysiology-models-for-physiology-based-constraints-in-data-driven-pre/Thu, 06 Jun 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-ep-net-learning-cardiac-electrophysiology-models-for-physiology-based-constraints-in-data-driven-pre/Fully Automated Electrophysiological Model Personalisation Framework from CT Imaginghttps://www.rhu-talent.fr/resultats/publications/2019-fully-automated-electrophysiological-model-personalisation-framework-from-ct-imaging/Thu, 06 Jun 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-fully-automated-electrophysiological-model-personalisation-framework-from-ct-imaging/6-month echocardiographic changes in pulmonary hypertension patients - Prognostic value of 3D area strainhttps://www.rhu-talent.fr/resultats/publications/2019-6-month-echocardiographic-changes-in-pulmonary-hypertension-patients-prognostic-value-of-3d-area-str/Sat, 01 Jun 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-6-month-echocardiographic-changes-in-pulmonary-hypertension-patients-prognostic-value-of-3d-area-str/Are wall thickness channels defined by computed tomography predictive of isthmuses of postinfarction ventricular tachycardia?https://www.rhu-talent.fr/resultats/publications/2019-are-wall-thickness-channels-defined-by-computed-tomography-predictive-of-isthmuses-of-postinfarction/Sat, 01 Jun 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-are-wall-thickness-channels-defined-by-computed-tomography-predictive-of-isthmuses-of-postinfarction/Large Scale Cardiovascular Model Personalisation for Mechanistic Analysis of Heart and Brain Interactionshttps://www.rhu-talent.fr/resultats/publications/2019-large-scale-cardiovascular-model-personalisation-for-mechanistic-analysis-of-heart-and-brain-interac/Thu, 30 May 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-large-scale-cardiovascular-model-personalisation-for-mechanistic-analysis-of-heart-and-brain-interac/A rule‐based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tractshttps://www.rhu-talent.fr/resultats/publications/2019-a-rule-based-method-to-model-myocardial-fiber-orientation-in-cardiac-biventricular-geometries-with-o/Thu, 07 Mar 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-a-rule-based-method-to-model-myocardial-fiber-orientation-in-cardiac-biventricular-geometries-with-o/Automatic non-invasive substrate analysis from CT images in post-infarction VThttps://www.rhu-talent.fr/resultats/publications/2019-automatic-non-invasive-substrate-analysis-from-ct-images-in-post-infarction-vt/Fri, 01 Mar 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-automatic-non-invasive-substrate-analysis-from-ct-images-in-post-infarction-vt/Population-based priors in cardiac model personalisation for consistent parameter estimation in heterogeneous databaseshttps://www.rhu-talent.fr/resultats/publications/2019-population-based-priors-in-cardiac-model-personalisation-for-consistent-parameter-estimation-in-hete/Wed, 13 Feb 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-population-based-priors-in-cardiac-model-personalisation-for-consistent-parameter-estimation-in-hete/3D right ventricular strain and shape in volume overload: comparative analysis of Tetralogy of Fallot and atrial septal defect patientshttps://www.rhu-talent.fr/resultats/publications/2019-3d-right-ventricular-strain-and-shape-in-volume-overload-comparative-analysis-of-tetralogy-of-fallot/Wed, 16 Jan 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-3d-right-ventricular-strain-and-shape-in-volume-overload-comparative-analysis-of-tetralogy-of-fallot/Incremental prognostic value of changes in 3D right ventricular function in pulmonary hypertensionhttps://www.rhu-talent.fr/resultats/publications/2019-incremental-prognostic-value-of-changes-in-3d-right-ventricular-function-in-pulmonary-hypertension-1/Wed, 16 Jan 2019 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2019-incremental-prognostic-value-of-changes-in-3d-right-ventricular-function-in-pulmonary-hypertension-1/Algorithms for left atrial wall segmentation and thickness – Evaluation on an open-source CT and MRI image databasehttps://www.rhu-talent.fr/resultats/publications/2018-algorithms-for-left-atrial-wall-segmentation-and-thickness-evaluation-on-an-open-source-ct-and-mri-i/Sat, 01 Dec 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-algorithms-for-left-atrial-wall-segmentation-and-thickness-evaluation-on-an-open-source-ct-and-mri-i/Fast Personalized Electrophysiological Models from CT Images for Ventricular Tachycardia Ablation Planninghttps://www.rhu-talent.fr/resultats/publications/2018-fast-personalized-electrophysiological-models-from-ct-images-for-ventricular-tachycardia-ablation-pl/Fri, 23 Nov 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-fast-personalized-electrophysiological-models-from-ct-images-for-ventricular-tachycardia-ablation-pl/Right Ventricular Function Evolution With Pregnancy in Repaired Tetralogy of Fallothttps://www.rhu-talent.fr/resultats/publications/2018-right-ventricular-function-evolution-with-pregnancy-in-repaired-tetralogy-of-fallot/Mon, 01 Oct 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-right-ventricular-function-evolution-with-pregnancy-in-repaired-tetralogy-of-fallot/Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extensionhttps://www.rhu-talent.fr/resultats/publications/2018-parallel-transport-of-surface-deformations-from-pole-ladder-to-symmetrical-extension/Thu, 20 Sep 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-parallel-transport-of-surface-deformations-from-pole-ladder-to-symmetrical-extension/Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Losshttps://www.rhu-talent.fr/resultats/publications/2018-automatically-segmenting-the-left-atrium-from-cardiac-images-using-successive-3d-u-nets-and-a-contou/Sun, 16 Sep 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-automatically-segmenting-the-left-atrium-from-cardiac-images-using-successive-3d-u-nets-and-a-contou/Low-Dimensional Representation of Cardiac Motion Using Barycentric Subspaces: a New Group-Wise Paradigm for Estimation, Analysis, and Reconstructionhttps://www.rhu-talent.fr/resultats/publications/2018-low-dimensional-representation-of-cardiac-motion-using-barycentric-subspaces-a-new-group-wise-paradi/Sun, 01 Apr 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-low-dimensional-representation-of-cardiac-motion-using-barycentric-subspaces-a-new-group-wise-paradi/Model-based Feature Augmentation for Cardiac Ablation Target Learning from Imageshttps://www.rhu-talent.fr/resultats/publications/2018-model-based-feature-augmentation-for-cardiac-ablation-target-learning-from-images/Sat, 24 Mar 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-model-based-feature-augmentation-for-cardiac-ablation-target-learning-from-images/Realistic Vendor-Specific Synthetic Ultrasound Data for Quality Assurance of 2-D Speckle Tracking Echocardiography: Simulation Pipeline and Open Access Databasehttps://www.rhu-talent.fr/resultats/publications/2018-realistic-vendor-specific-synthetic-ultrasound-data-for-quality-assurance-of-2-d-speckle-tracking-ec/Thu, 01 Mar 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-realistic-vendor-specific-synthetic-ultrasound-data-for-quality-assurance-of-2-d-speckle-tracking-ec/Statistical shape modeling of the left ventricle: myocardial infarct classification challengehttps://www.rhu-talent.fr/resultats/publications/2018-statistical-shape-modeling-of-the-left-ventricle-myocardial-infarct-classification-challenge/Thu, 01 Mar 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-statistical-shape-modeling-of-the-left-ventricle-myocardial-infarct-classification-challenge/A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences from the same Virtual Patientshttps://www.rhu-talent.fr/resultats/publications/2018-a-framework-for-the-generation-of-realistic-synthetic-cardiac-ultrasound-and-magnetic-resonance-imag/Mon, 01 Jan 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-a-framework-for-the-generation-of-realistic-synthetic-cardiac-ultrasound-and-magnetic-resonance-imag/Model-based generation of large databases of cardiac images: synthesis of pathological cine MR sequences from real healthy caseshttps://www.rhu-talent.fr/resultats/publications/2018-model-based-generation-of-large-databases-of-cardiac-images-synthesis-of-pathological-cine-mr-sequen/Mon, 01 Jan 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-model-based-generation-of-large-databases-of-cardiac-images-synthesis-of-pathological-cine-mr-sequen/Three-dimensional right-ventricular regional deformation and survival in pulmonary hypertensionhttps://www.rhu-talent.fr/resultats/publications/2018-three-dimensional-right-ventricular-regional-deformation-and-survival-in-pulmonary-hypertension/Mon, 01 Jan 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-three-dimensional-right-ventricular-regional-deformation-and-survival-in-pulmonary-hypertension/Transfer Learning from Simulations on a Reference Anatomy for ECGI in Personalised Cardiac Resynchronization Therapyhttps://www.rhu-talent.fr/resultats/publications/2018-transfer-learning-from-simulations-on-a-reference-anatomy-for-ecgi-in-personalised-cardiac-resynchro/Mon, 01 Jan 2018 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2018-transfer-learning-from-simulations-on-a-reference-anatomy-for-ecgi-in-personalised-cardiac-resynchro/Multifidelity-CMA: a multifidelity approach for efficient personalisation of 3D cardiac electromechanical modelshttps://www.rhu-talent.fr/resultats/publications/2017-multifidelity-cma-a-multifidelity-approach-for-efficient-personalisation-of-3d-cardiac-electromechan/Mon, 11 Sep 2017 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2017-multifidelity-cma-a-multifidelity-approach-for-efficient-personalisation-of-3d-cardiac-electromechan/Automatic Multi-Atlas Segmentation of Myocardium with SVF-Nethttps://www.rhu-talent.fr/resultats/publications/2017-automatic-multi-atlas-segmentation-of-myocardium-with-svf-net/Sun, 10 Sep 2017 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2017-automatic-multi-atlas-segmentation-of-myocardium-with-svf-net/Non-Invasive Personalisation of a Cardiac Electrophysiology Model from Body Surface Potential Mappinghttps://www.rhu-talent.fr/resultats/publications/2017-non-invasive-personalisation-of-a-cardiac-electrophysiology-model-from-body-surface-potential-mappin/Fri, 01 Sep 2017 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2017-non-invasive-personalisation-of-a-cardiac-electrophysiology-model-from-body-surface-potential-mappin/ECG imaging of ventricular tachycardia: evaluation against simultaneous non-contact mapping and CMR-derived grey zonehttps://www.rhu-talent.fr/resultats/publications/2017-ecg-imaging-of-ventricular-tachycardia-evaluation-against-simultaneous-non-contact-mapping-and-cmr-d/Thu, 01 Jun 2017 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2017-ecg-imaging-of-ventricular-tachycardia-evaluation-against-simultaneous-non-contact-mapping-and-cmr-d/Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regressionhttps://www.rhu-talent.fr/resultats/publications/2017-prediction-of-post-ablation-outcome-in-atrial-fibrillation-using-shape-parameterization-and-partial/Thu, 01 Jun 2017 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2017-prediction-of-post-ablation-outcome-in-atrial-fibrillation-using-shape-parameterization-and-partial/Méthode de segmentation d’une image tridimensionnelle pour la génération d’un modèle de paroi du myocarde pour la détection d’au moins une zone de circulation électrique singulièrehttps://www.rhu-talent.fr/resultats/publications/2017-methode-de-segmentation-d-une-image-tridimensionnelle-pour-la-generation-d-un-modele-de-paroi-du-myo/Wed, 10 May 2017 00:00:00 +0000https://www.rhu-talent.fr/resultats/publications/2017-methode-de-segmentation-d-une-image-tridimensionnelle-pour-la-generation-d-un-modele-de-paroi-du-myo/