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Program 

An introduction to Big Data in ophthalmology Joshua D. Stein, MD, MS Big Data: A personal story (Featured presentation) Michael F. Chiang, MD Pearls/pitfalls of working with health care claims data Brian L. VanderBeek, MD, MPH Overview of Veterans Affairs data Suzann Pershing, MD Panel discussion: The challenges of health care claims data Overview of the National Health Insurance Service (NHIS) database of South Korea Tyler Hyungtaek Rim, MD, MBA UK Biobank data: Big Data and genomics Paul Foster, FRCS(Ed), FRCOphth, FRCS(Eng) Barriers and challenges to performing large-scale studies involving Big Data: A lesson from Latin America Pedro Carlos Carricondo MD, PhD, MBA Panel discussion: Data sets from a global perspective Overview of AAO’s IRIS Repository Data Alice C. Lorch, MD, MPH The Sight Outcomes Research Collaborative (SOURCE) Ophthalmology EHR Repository Joshua D. Stein, MD, MS Panel discussion: The challenges of ERHR data and open discussion Working with Big Data, A biostatistician’s perspective Elizabeth Vanner, PhD The evolution of building a Big Data team Adnan Tufail, BM BS, MD, FRCOphth Gaining the necessary skills to work with Big Data Sophia Ying Wang, MD Working with Big Data: Practical considerations Brian C. Stagg, MD Setting up and contributing to a patient registry Todd Durham, PhD Panel discussion: Setting up your Big Data project for success Data visualization Aaron Y. Lee, MD, MSc Protecting patient privacy when working with Big Data Pearse Keane, MD, FRCOphth New medical Big Data for P4 Medicine: Crowdsourced research using mobile health Takenori Inomata, MD, PhD, MBA Panel: Avoiding costly mistakes  Integrating Big Data into AI applications Daniel SW Ting, MD, PhD Biases when integrating Big Data into machine learning models Tina Hernandez-Boussard, PhD, MPH, FACMI Panel discussion: AI and machine learning Racial disparities in utilization of glaucoma testing among Medicaid and commercially-insured enrollees Angela R. Elam, MD  Free text searches using Big Data Sally L. Baxter, MD, MSc