Sophie Chen '23
Major: Natural Science and Religious Studies
Bio: Sophie Chen was born and raised in New York, NY, and is currently pursuing degrees in Natural Science and Religious Studies. After graduating from Fordham, she hopes to pursue a medical degree and continue engaging in scientific research in her areas of interest.
Mentor: Dr. Grace Vernon & Dr. R. Theodore Smith
Abstract: Age-related macular degeneration (AMD) is an eye disease that damages the macula, which is the center of the retina, a light-sensitive tissue that lines the back of the eye. AMD is the leading cause of blindness, and it impairs central vision, causing people to lose their ability to perform tasks like driving and reading. We aim to prevent blindness by allowing for large-scale screening through a telemedicine platform to identify people with AMD. An FDA-approved camera and computer software program is developed to conduct automatic non-fundus photos in individuals 50 years and above, the age group that is most susceptible to developing AMD. Captured retinal images are uploaded securely to an AI software program called iPredictHealth and analyzed by a deep learning algorithm. Referable AMD included intermediate AMD (drusen >125 μm and/or pigmentary abnormalities) and late AMD (geographic atrophy or neovascularization), while non-referable AMD included eyes with a normal macula or early AMD (drusen >63 to ≤125 μm). Ophthalmologists grade the images, and the performance of the AI-based system is evaluated by comparing its results with the ophthalmologists' analyses. Analyses showed that the AI-based platform had 88.67% accuracy, 86.57% sensitivity, and 90.36% specificity.