Recent Advances and Challenges on Analyzing Data in Ophthalmology Research

Wed, Aug 9, 8:30 AM

Tingfang LeeOrganizerJiyuan HuChair

Section on Statistics in Epidemiology

4 Presentations

Deep Learning methods for retinal imaging genetics

8:35 AM - 8:55 AM

Wei Chen (University of Pittsburgh)

A Hierarchical Spatially Varying Coefficients Model for Longitudinal Visual Field Data in Glaucoma Subjects

8:55 AM - 9:15 AM

Erica Su (Fielding School of Public Health, University of California, Los Angeles)

Co-authors: Robert Weiss (UCLA Fielding School of Public Health), Kouros Nouri-Mahdavi (David Geffen School of Medicine, University of California, Los Angeles), Andrew Holbrook (Fielding School of Public Health, University of California, Los Angeles)

Joint analysis of a survival outcome and high-dimensional longitudinal biomarkers

9:15 AM - 9:35 AM

Jiehuan Sun

Reducing healthcare disparities in ophthalmic studies with transfer learning

9:35 AM - 9:55 AM

Tingfang Lee

Co-authors: Gadi Wollstein (NYU Grossman School of Medicine), Chisom Madu (NYU Grossman School of Medicine), Andrew Wronka (NYU Grossman School of Medicine), Lei Zheng (NYU Grossman School of Medicine), Joel Schuman (NYU Grossman School of Medicine), Jiyuan Hu (NYU Grossman School of Medicine)

Discussant

Gui-shuang Ying (Perelman School of Medicine, University of Pennsylvania)