Can your eyes explain your overall health?

Description

The eyes are often called a window to your overall health. This notebook explores Google’s research into the various ways images of the eye, both the retina on the inside and the external eye, can help reveal information about systemic health. We will discover how AI models are being trained to predict key health indicators like age, blood pressure, and hemoglobin levels, as well as forecast the progression of eye diseases like age-related macular degeneration. You'll also find insights into how AI models are interpreted, revealing the specific image features that influence their predictions, while also uncovering potential biases within the datasets and models.