Saige Rutherford

A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images

To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling

A Pipeline for ADNI Resting-State Functional MRI Processing and Quality Control

The Alzheimer's Disease Neuroimaging Initiative (ADNI) provides a comprehensive multimodal neuroimaging resource for studying aging and Alzheimer's disease (AD). Since its second wave, ADNI has...

Self-Supervised Masked Mesh Learning for Unsupervised Anomaly Detection on 3D Cortical Surfaces

Unsupervised anomaly detection in brain imaging is challenging. In this paper, we propose self-supervised masked mesh learning for unsupervised anomaly detection on 3D cortical surfaces. Our...

To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling

Reference classes in healthcare establish healthy norms, such as pediatric growth charts of height and weight, and are used to chart deviations from these norms which represent potential clinical...