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Shape Constraints in Deep Learning for Robust 2D Echocardiography Analysis.

, and . FIMH, volume 12738 of Lecture Notes in Computer Science, page 22-34. Springer, (2021)

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Statistical shape modeling of the left ventricle: myocardial infarct classification challenge., , , , , , , , , and 26 other author(s). IEEE J Biomed Health Inform., 22 (2): 503--515 (February 2018)Biophysics-based statistical learning: Application to heart and brain interactions., , , and . Medical Image Anal., (2021)Deep Learning for Model Correction in Cardiac Electrophysiological Imaging., , , , , and . MIDL, volume 172 of Proceedings of Machine Learning Research, page 665-675. PMLR, (2022)In-Silico Analysis of the Influence of Pulmonary Vein Configuration on Left Atrial Haemodynamics and Thrombus Formation in a Large Cohort., , , , , , , , , and . FIMH, volume 12738 of Lecture Notes in Computer Science, page 605-616. Springer, (2021)Towards Hyper-Reduction of Cardiac Models Using Poly-affine Transformations., , and . STACOM@MICCAI, volume 12009 of Lecture Notes in Computer Science, page 100-108. Springer, (2019)Relationship between endocardial activation sequences defined by high-density mapping to early septal contraction (septal flash) in patients with left bundle branch block undergoing cardiac resynchronization therapy, , , , , , , , , and 4 other author(s). Europace, 14 (1): 99--106 (2012)A multi-front eikonal model of cardiac electrophysiology for interactive simulation of radio-frequency ablation., , , , , and . Comput. Graph., 35 (2): 431-440 (2011)Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge., , , , , , , , , and 13 other author(s). CoRR, (2020)Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss., , , , , , , and . STACOM@MICCAI, volume 11395 of Lecture Notes in Computer Science, page 221-229. Springer, (2018)Pipeline to Build and Test Robust 3D T1 Mapping-Based Heart Models for EP Interventions: Preliminary Results., , , , , , , , , and . FIMH, volume 11504 of Lecture Notes in Computer Science, page 64-72. Springer, (2019)