Alyssa H. Zhu

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 …