Predicting Blood Pressure from the retina using Deep Learning

File:Retina DNN analysis Alex.pdf

Retina Image Analysis

Background and Motivation

Intro content...

<math> \delta = \frac{|L-R|}{L+R} </math>

Deep Learning Model

This section focused on using the previously defined Delta variable to sort the images used as input for the classifier. A CNN model was built by the CBG to predict hypertension from retina fundus images. We wished to improve the predictions by reducing technical error in the input images.