Pradeep Lam

3D Grid-Attention Networks for Interpretable Age and Alzheimer's Disease Prediction from Structural MRI

2020 · arXiv (Cornell University)

We propose an interpretable 3D Grid-Attention deep neural network that can accurately predict a person's age and whether they have Alzheimer's disease (AD) from a structural brain MRI scan. Building on a 3D convolutional neural …

Scaling Neuroscience Research Using Federated Learning

2021

The amount of biomedical data continues to grow rapidly. However, the ability to analyze these data is limited due to privacy and regulatory concerns. Machine learning approaches that require data to be copied to a …