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LAVASET: Latent Variable Stochastic Ensemble of Trees. An ensemble method for correlated datasets with spatial, spectral, and temporal dependencies.

, , , , , and . Bioinform., (March 2024)

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Joint analysis of clinical risk factors and 4D cardiac motion for survival prediction using a hybrid deep learning network., , , , , , and . CoRR, (2019)CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy., , , , , , and . IEEE Trans. Medical Imaging, 43 (3): 1259-1269 (March 2024)Three-dimensional cardiovascular imaging-genetics: a mass univariate framework., , , , , , , , , and 3 other author(s). Bioinform., 34 (1): 97-103 (2018)DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning., , , and . CoRR, (2023)Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images., , , , , , , , , and . ShapeMI@MICCAI, volume 11167 of Lecture Notes in Computer Science, page 258-267. Springer, (2018)Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling., , , , , , , , , and 4 other author(s). CoRR, (2019)Beyond the AHA 17-Segment Model: Motion-Driven Parcellation of the Left Ventricle., , , , , , , , and . STACOM@MICCAI, volume 9534 of Lecture Notes in Computer Science, page 13-20. Springer, (2015)Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation., , , , , , , , and . MICCAI (3), volume 12903 of Lecture Notes in Computer Science, page 14-24. Springer, (2021)MRIdb: Medical Image Management for Biobank Research., , and . J. Digital Imaging, 26 (5): 886-890 (2013)Learning-Based Quality Control for Cardiac MR Images., , , , , , , , , and 2 other author(s). IEEE Trans. Med. Imaging, 38 (5): 1127-1138 (2019)