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Uncertainty estimation and explainability in deep learning-based age estimation of the human brain : Results from the German National Cohort MRI study

, , , , , , and . Computerized medical imaging and graphics, 92 (September): 101967 (2021)
DOI: 10.1016/j.compmedimag.2021.101967

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Maximal margin classification for metric spaces., , and . J. Comput. Syst. Sci., 71 (3): 333-359 (2005)Gaussian Process-Based Predictive Control for Periodic Error Correction., , , and . IEEE Trans. Contr. Sys. Techn., 24 (1): 110-121 (2016)Manifold-valued Thin-Plate Splines with Applications in Computer Graphics., , , and . Comput. Graph. Forum, 27 (2): 437-448 (2008)Kernels, regularization and differential equations., and . Pattern Recognition, 41 (11): 3271-3286 (2008)An improved training algorithm for kernel Fisher discriminants., , and . AISTATS, Society for Artificial Intelligence and Statistics, (2001)Detecting low-complexity unobserved causes., , , , and . UAI, page 383-391. AUAI Press, (2011)A Permutation-Based Kernel Conditional Independence Test., , , and . UAI, page 132-141. AUAI Press, (2014)Estimating Causal Effects by Bounding Confounding., , and . UAI, page 240-249. AUAI Press, (2014)Inferring latent structures via information inequalities., , , , , and . UAI, page 112-121. AUAI Press, (2014)Learning inverse kinematics with structured prediction., , , , and . IROS, page 698-703. IEEE, (2011)