/RNN_Slice_BrainAge

Encoding 3D Structural MRI as sequence of slices and application to age prediction

Primary LanguageJupyter Notebook

Accurate Brain Age Prediction Using Recurrent
Slice-Based Networks

Paper authors: Pradeep K. Lam, Vigneshwaran Santhalingam, Parth Suresh, Rahul Baboota, Alyssa H. Zhu, Sophia I. Thomopoulos, Neda Jahanshad, Paul M. Thompson

BioRxiv link:

This repository contains the source code and pretrained weights to reproduce the results for "Accurate brain age prediction using recurrent slice-based networks" submitted for review SIPAIM (Symposium on Medical Information Processing and Analysis) 2020.

Model architecture

Encoder architecture