AI-Based AMD Detection From Portable OCT Images

We have developed an image processing pipeline to super-resolve images captured from a low-cost, portable Optical Coherence Tomography device, enabling enhanced downstream AI algorithm performance at Age-related Macular Degeneration detection. Next steps include embedding the image processing + AI software pipeline into the portable OCT imaging device to enable a broader population to gain access to such potentially sight-saving technology.

Read more here (Best Paper Award earned at MICCAI FAIR 2022):

Thakoor, K., Carter, A., Song, G., Wax, A., Moussa O., Chen, R.W.S., Hendon, C., Sajda, P., “Enhancing Portable OCT Image Quality via GANs for AI-Based Eye Disease Detection.” Medical Image Computing and Computer Assisted Intervention (MICCAI) aFfordable healthcare and AI for Resource diverse global health (FAIR), Singapore, 18-22 September, 2022.