glaucoma_diagnosis

Code for diagnosing glaucoma from Lumos lens

current goals

• set up network for classification

data

• 1070 glaucoma images
• 180 non-glaucoma images
• data sources
  • hrf: https://www5.cs.fau.de/research/data/fundus-images/
  • ...

future

• larger dataset
• use actual lumos lens
• categorize different features (like cup size, etc.) and classify with those

previous work

• review: https://dspace.lboro.ac.uk/dspace-jspui/bitstream/2134/20268/3/Muh%2BCMIG-Review2014-accepted.pdf
• previous NN paper: http://journals.lww.com/glaucomajournal/Abstract/2007/01000/Trained_Artificial_Neural_Network_for_Glaucoma.4.aspx
• poster - http://www.oic.it/~egscopenaghen2012/posters/june19/P4.58/poster.pdf

Install

Ensure you a version of Python in the 2.7-3.6 range installed, then run:

pip install -r requirements.txt