research
∙
11/29/2022
UQ-ARMED: Uncertainty quantification of adversarially-regularized mixed effects deep learning for clustered non-iid data
This work demonstrates the ability to produce readily interpretable stat...
share
research
∙
02/24/2022
DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models
We present two novel hyperparameter optimization strategies for optimiza...
research
∙
02/23/2022
Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data
Data in the natural sciences frequently violate assumptions of independe...
research
∙
11/25/2019
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder
Currently, the diagnosis of Autism Spectrum Disorder (ASD) is dependent ...
research
∙
11/22/2019
Prediction of individual progression rate in Parkinson's disease using clinical measures and biomechanical measures of gait and postural stability
Parkinson's disease (PD) is a common neurological disorder characterized...
research
∙
10/17/2019