most citedAnatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning

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stat.ML2022

UQ-ARMED: Uncertainty quantification of adversarially-regularized mixed effects deep learning for clustered non-iid data

Alex Treacher, Kevin Nguyen, Dylan Owens +2

This work demonstrates the ability to produce readily interpretable statistical metrics for model fit, fixed effects covariance coefficients, and prediction confidence. Importantly…