dpsong / multimodalGlaucoma

Introduction

This repository contains a Python implementation for "Multi-modal Machine Learning using Visual Fields and Peripapillary Circular OCT Scans in Detection of Glaucomatous Optic Neuropathy".

Example of the paired VF-OCT data (Raw data):

Usage for the Code

1. Dependencies:

   python==3.5.2
   PyTorch==1.4.0
   scipy==1.4.1
   numpy==1.16.4

2. To train the model, you need to setup the corresponding datasets following src/lib/datalayer/oct datalayer.py, then run:

   python src/tools/train.py