/ABCD-MICCAI2019

This repository contains the source code of UCSBVRL who participating in the ABCD MICCAI 2019 Challenge.

Primary LanguagePythonMIT LicenseMIT

The ABCD Neurocognitive Prediction Challenge 2019

This repository implements the work of Kao, Po-Yu, et al. "Predicting Fluid Intelligence of Children using T1-weighted MR Images and a StackNet" submitted to ABCD-NP-Challenge 2019.

Dependencies

Python 3.6

Required Python Libraries

numpy, pandas, matplotlib, sklearn, pystacknet, xgboost

Python implementation of StackNet.

XGBoost

Run the code

  1. Please change the paths accordingly from line #52 to #65.

  2. python predict_gf.py

You will find the predicted fluid intelligence (pred_test.csv) of testing dataset in the current directory.