Age Prediction Of MRI Image

To predict ages based on 3D MRI Images, VGG network architecture is expanded to three dimensions.

Model

3 Dimensional VGG in Tensorflow

Tensorflow implementation of Very Deep Convolutional Networks for Large-Scale Image Recognition by Visual Geometry Group

Prerequisites

• Python 3.3+
• Tensorflow
• SciPy
• Nibabel
• (Optional) IXI-MRA.zip : Large-scale MRA Dataset

Usage

To train a model with downloaded dataset:

$ python mri_convolutional_neuralnet.py 

Author

Joey