choczhang / GRASP

GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients

The source code for GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients

Thanks for your interest in our work!

Requirements

• Install python, pytorch. We use Python 3.7.3, Pytorch 1.5.0.
• If you plan to use GPU computation, install CUDA

Data preparation

The raw data for PhysioNet Dataset are open according to here

Run GRASP

All the hyper-parameters and steps are included in the .ipynb file, you can run it directly.