Amitha Domalpally, Rick Voland, Robert Slater, Ellie Corkery, Pamela Vargo, Rebecca Kuhtz, James Reimers, Roomasa Channa, Barbara Blodi Abstract Purpose: Diabetic retinopathy (DR) severity level is evaluated from stereoscopic 7-field color photographs by masked graders at the Wisconsin Reading Center and used as a reference standard for training and validation of AI algorithms. Training data …
Rohit Balaji, Jen Heathcote, Robert Slater, Nancy Barrett, Rick Voland, Vesna Tomic, Jared McDonald, Barbara A. Blodi, Amitha Domalpally Abstract Purpose: The development of artificial intelligence (AI) algorithms for analyzing retinal pathologies requires training based on well-organized, labeled images. The goals of this project are to develop an AI model to curate 7-field retinal photographs …
Nancy Barrett, Robert Slater, Roomasa Channa, Barbara Blodi, Amitha Domalpally Abstract Purpose: Preventive therapies to reduce progression of non-proliferative DR (NPDR) to proliferative DR are underway. Clinical trial enrollment criteria typically include a baseline DR severity scale (DRSS) of moderately severe (level 47) or severe NPDR (level 53) determined from stereoscopic 7-field retinal color photographs …
Andrew Dieu, Cynthia Hurtenbach, Jeong W. Pak, Tiarnan D. Keenan, Frederick L. Ferris, Charles P. Wilkinson, Christine Orndahl, Traci E. Clemons, Emily Y. Chew, Amitha Domalpally Abstract Purpose: ARIS is a 5-year, multicenter, international, prospective, observational cohort study of participants with early AMD or reticular pseudodrusen (RPD) to identify novel biomarkers of disease progression. The …