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Albert Montillo

for the Alzheimer's Disease Neuroimaging Initiative

Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data

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Oct 04, 2023
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UQ-ARMED: Uncertainty quantification of adversarially-regularized mixed effects deep learning for clustered non-iid data

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Nov 29, 2022
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Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data

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Mar 28, 2022
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DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models

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Feb 24, 2022
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Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder

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Nov 25, 2019
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Prediction of individual progression rate in Parkinson's disease using clinical measures and biomechanical measures of gait and postural stability

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Nov 22, 2019
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Anatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning

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Oct 17, 2019
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