Recent Advances and Challenges on Statistical and Computational methods in Ophthalmology Research

Wed, Aug 7, 2:00 PM - 3:50 PM

Tingfang LeeOrganizerJiyuan HuChair

Section on Statistics in Epidemiology

5 Presentations

A Global Joint Bivariate Longitudinal Model for Exploring Macular Structure-Function Correlations in Glaucoma

2:05 PM - 2:25 PM

Erica Su (UCLA Biostatistics)

Co-authors: Vahid Mohammadzadeh (UCLA Stein Eye Institute), Robert Weiss (UCLA Fielding School of Public Health), Andrew Holbrook, Kouros Nouri-Mahdavi (UCLA Stein Eye Institute)

A novel interpretable transfer learning framework for analyzing high-dimensional longitudinal ophthalmic data

2:25 PM - 2:45 PM

Tingfang Lee

Co-authors: Gadi Wollstein (2Department of Ophthalmology, NYU Grossman School of Medicine), Andrew Wronka (2Department of Ophthalmology, NYU Grossman School of Medicine), Ronald Zambrano (Wills Eye Hospital), Lei Zheng (Wills Eye Hospital), Joel S. Schuman (Wills Eye Hospital), Jiyuan Hu (NYU Grossman School of Medicine)

Group sequential designs for clustered data in randomized eye trials

2:45 PM - 3:05 PM

Qiang Zhang (Wills Eye Hospital)

Co-authors: Guoqing Diao (George Washington University)

Meta-Learners to Estimate Individualized Treatment Effects of AREDS2 on Delaying AMD Progression

3:05 PM - 3:25 PM

Ying Ding (University of Pittsburgh)

Statistical Analysis of Continuous Correlated Eye Data from Various Trial Design: Findings from Simulation Studies of Comparing Analysis Approaches

3:25 PM - 3:45 PM

Gui-shuang Ying (University of Pennsylvania)

Co-authors: Ziyi You (University of Pennsylvania, Philadelphia)