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Geometric Deep Learning for Post-Menstrual Age Prediction Based on the Neonatal White Matter Cortical Surface.

, , , , , , , , , , and . UNSURE/GRAIL@MICCAI, volume 12443 of Lecture Notes in Computer Science, page 174-186. Springer, (2020)

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Image Registration via Stochastic Gradient Markov Chain Monte Carlo., , , and . UNSURE/GRAIL@MICCAI, volume 12443 of Lecture Notes in Computer Science, page 3-12. Springer, (2020)The Pitfalls of Sample Selection: A Case Study on Lung Nodule Classification., , , , , , , , and . PRIME@MICCAI, volume 12928 of Lecture Notes in Computer Science, page 201-211. Springer, (2021)Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty., , , , , , , and . NeurIPS, (2020)Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing., , , , , , , and . IPMI, volume 11492 of Lecture Notes in Computer Science, page 221-234. Springer, (2019)Spectral Kernels for Probabilistic Analysis and Clustering of Shapes., , and . IPMI, volume 10265 of Lecture Notes in Computer Science, page 67-79. Springer, (2017)Semi-Supervised Learning via Compact Latent Space Clustering., , , , , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 2464-2473. PMLR, (2018)A variational Bayesian method for similarity learning in non-rigid image registration., , , , , , and . CVPR, page 119-128. IEEE, (2022)Patient-Specific 3d Cellular Automata Nodule Growth Synthesis In Lung Cancer Without The Need Of External Data., , , , , , , and . ISBI, page 5-9. IEEE, (2021)The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data., , , , , , , , and . iMIMIC/TDA4MedicalData@MICCAI, volume 12929 of Lecture Notes in Computer Science, page 56-64. Springer, (2021)Statistical learning for image-based personalization of cardiac models. (Apprentissage statistique pour la personnalisation de modèles cardiaques à partir de données d'imagerie).. University of Nice Sophia Antipolis, France, (2015)