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Unsupervised, Information-Theoretic, Adaptive Image Filtering for Image Restoration.

, and . IEEE Trans. Pattern Anal. Mach. Intell., 28 (3): 364-376 (2006)

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Multivariate High-Dimensional Cortical Folding Analysis, Combining Complexity and Shape, in Neonates with Congenital Heart Disease., , , , and . IPMI, volume 5636 of Lecture Notes in Computer Science, page 552-563. Springer, (2009)A Bayesian Neural Net to Segment Images with Uncertainty Estimates and Good Calibration., and . IPMI, volume 11492 of Lecture Notes in Computer Science, page 3-15. Springer, (2019)Bayesian Segmentation of Atrium Wall Using Globally-Optimal Graph Cuts on 3D Meshes., , , and . IPMI, volume 7917 of Lecture Notes in Computer Science, page 656-667. Springer, (2013)Multiatlas Segmentation as Nonparametric Regression., and . IEEE Trans. Med. Imaging, 33 (9): 1803-1817 (2014)A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features., , , , , , and . Medical Image Anal., 14 (5): 666-673 (2010)Clinical Neonatal Brain MRI Segmentation Using Adaptive Nonparametric Data Models and Intensity-Based Markov Priors., , , and . MICCAI (1), volume 4791 of Lecture Notes in Computer Science, page 883-890. Springer, (2007)Nonparametric Neighborhood Statistics for MRI Denoising., and . IPMI, volume 3565 of Lecture Notes in Computer Science, page 677-688. Springer, (2005)Bayesian Reconstruction of Undersampled Multicoil Hardi., and . ICIP, page 1247-1251. IEEE, (2019)Random Forests for Simultaneous-Multislice (SMS) Undersampled HARDI Reconstruction and Uncertainty Estimation., and . ICIP, page 2626-2630. IEEE, (2019)Mixed-dictionary models and variational inference in task fMRI for shorter scans and better image quality., , and . Medical Image Anal., (2022)