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BrainAgePrediction

On Systematic Bias in Brain Age Estimation using Machine Learning

Brain Age Prediction using Ridge Regression, Gaussian Process Regression, Support Vector Regression and Deep Neural Networks (DNNs). The DNNs are implemented with Keras and TensorFlow, as reported in the paper below, and PyTorch.

Hualou Liang, Fengqing Zhang and Xin Niu, Investigating Systematic Bias in Brain Age Estimation with Application to PTSD, Human Brain Mapping, 2019.

To create a local version on your computer of the folder, open the terminal on your computer, change directory to where you want this folder to go. Enter the command

git clone https://github.com/hualouliang/BrainAgePrediction 

Change directories to this folder:

cd BrainAgePrediction

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TensorFlow and PyTorch Implementation for Brain Age Estimation

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