Exploring the Capabilities of Current AI Algorithms to Drive Retinal Imaging Biomarkers
Time: 9:00 am - 12:00 pm
day: Pre-Conference Workshop Day
Details:
With the exponential growth of computing power, the potential to revolutionize ophthalmology through advanced analysis of existing optical imaging data is unparalleled. This transformative synergy could unlock groundbreaking insights, redefine diagnostics, and pave the way for personalized treatments like never before.
This workshop will provide an in-depth exploration of the breadth of AI technologies and how they are transforming the retinal imaging landscape and delivering value across clinical and research settings.
This workshop will:
- Review various applications of AI models in preclinical imaging pipelines
- Identify the most impactful AI algorithms and their capabilities for lesion analysis, ellipsoid zone assessment, and early-stage biomarker discovery in both clinical and preclinical settings
- Discuss the standardization of data sets and tools to ensure consistent quality and reproducibility, with an emphasis on biobank-derived data
