Learning patterns of the ageing brain in MRI using deep convolutional networks

Code for implementation

Journal Paper Published: https://doi.org/10.1016/j.neuroimage.2020.117401

This is a working release of the code. Any issues please contact: nicola.dinsdale@dtc.ox.ac.uk. Further code will be added in time.

Software Versions

Python 3.5.2

Keras 2.1.5

Tensorflow 1.8.0

Age Prediction

Code supplied for training of the model and model prediction.

For code for the analysis please contact.

If you use code from this repository please cite:

title = {Learning patterns of the ageing brain in MRI using deep convolutional networks},
journal = {NeuroImage},
volume = {224},
pages = {117401},
year = {2021},
doi = {https://doi.org/10.1016/j.neuroimage.2020.117401},
author = {Nicola K. Dinsdale and Emma Bluemke and Stephen M. Smith and Zobair Arya and Diego Vidaurre and Mark Jenkinson and Ana I.L. Namburete},
}