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Representation Learning with Statistical Independence to Mitigate Bias., , , , , , and . WACV, page 2512-2522. IEEE, (2021)LSOR: Longitudinally-Consistent Self-Organized Representation Learning., , , , , and . MICCAI (1), volume 14220 of Lecture Notes in Computer Science, page 279-289. Springer, (2023)Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization., , , , , , and . CoRR, (2020)Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI., , , , and . IEEE Trans. Medical Imaging, 41 (10): 2558-2569 (2022)A cost-driven compilation framework for speculative parallelization of sequential programs., , , , , and . PLDI, page 71-81. ACM, (2004)Inpainting Cropped Diffusion MRI Using Deep Generative Models., , , , , , and . PRIME@MICCAI, volume 12329 of Lecture Notes in Computer Science, page 91-100. Springer, (2020)Variational AutoEncoder for Regression: Application to Brain Aging Analysis., , , , and . MICCAI (2), volume 11765 of Lecture Notes in Computer Science, page 823-831. Springer, (2019)A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models., , , , and . MICCAI (3), volume 13433 of Lecture Notes in Computer Science, page 387-397. Springer, (2022)Bridging the Gap Between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing., , , and . PRIME@MICCAI, volume 13564 of Lecture Notes in Computer Science, page 13-23. Springer, (2022)Data Augmentation Based on Substituting Regional MRIs Volume Scores., , , , , and . LABELS/HAL-MICCAI/CuRIOUS@MICCAI, volume 11851 of Lecture Notes in Computer Science, page 32-41. Springer, (2019)