Brain MRI Regression
Predicting the age of an individual based on brain MRI features.
This project was part of the Advanced Machine Learning (AML) course at ETH Zurich.
The goal was to predict the age of an individual based on an MRI scan of their brain. Features were extracted from the scans using FreeSurfer. Thus resulting a tabular dataset to train on. To further complicate the task, missing data values are included, and both outliers and unnecessary features were added.
The associated GitHub repository can be found here.