Pathology Detection in Human Eye Ultrasound Analysis

May - July 2023

Research goals: create a model to determine pathologies from ultrasound images, which are sensitive to blood flow, as well as tissues that would not be visible through other imaging modalities.

Preliminary Results Paper

The preliminary results paper comprises an examination of the trained model's performance on a test dataset. Moreover, saliency maps have been incorporated to shed light on the model's prediction rationale.

To download the paper covering preliminary results of the project, click here