2024 Data Science and AI Symposium

September 26 - 27, 2024

Join leading physicians and researchers at the 2024 Data Science and AI Symposium in Boston on Thursday and Friday, September 26-27 for an engaging exploration of the intersection between data science, AI, and ophthalmology. This novel, two-day conference will feature experts in the field discussing the latest advances from “Big Data” and AI in vision research as well as the challenges remaining that limit the translation of findings from data science and AI research into the clinic.

The Pre-Meeting on the afternoon of September 26th will focus on emerging technologies in AI-driven diabetic retinopathy screening. During the Main Meeting on September 27th, attendees will hear from thought leaders on the latest innovations from data science and AI applied to ophthalmology, as well as remaining barriers to clinical translation and best practices for ethical data handling and safeguarding patient privacy.

Who Should Attend

• Ophthalmologists

• Optometrists

• Healthcare Professionals

• Data Scientists

• Researchers

• Ophthalmology and Optometry Residents

• Ophthalmology Clinical and Research Fellows

• Industry Professionals

Highlights

Leading Experts

Hear from thought leaders on the latest innovations from data science and AI applied to the care of eye diseases.

Small Group Breakouts

Engage in insightful discussions with leading experts on topics such as expanding AI-driven screening for eye diseases and extracting ophthalmic data from imaging and EMR platforms for research.

Networking Opportunities

Connect with researchers, physicians, trainees, and industry professionals to foster collaboration and exchange ideas in an informal and collaborative setting.

Research Poster Session

Explore groundbreaking research projects showcasing how data science and AI are providing insights into ophthalmic diseases and improving the care of patients with eye diseases.

Travel Grants

For trainees presenting at the poster session, grants to cover travel expenses are available. Trainees interested in applying can do so during registration.

Travel Grant Deadline:

August 16, 2024 - Application Due
August 30, 2024 - Winners Announced
September 6, 2024 - Poster Artwork Due

Travel Grants Include:

Complimentary Registration
Two nights hotel stay
One round trip economy ticket
Meals that are not covered as part of the conference and travel to and from the Airports

Meeting Co-Chairs

Lucia Sobrin MD, MPH

Tobias Elze, PhD

Pre-Meeting Co-Chairs
Grayson W. Armstrong, MD, MPH

David S. Friedman, MD, PhD, MPH

Alice C. Lorch, MD, MPH

John B. Miller, MD

Program

Thursday, September 26

2:00 PM - 2:30 PM

AI-Driven Diabetic Retinopathy Screening Meeting: Registration & Refreshments

2:30 PM - 2:35 PM

Welcome & Opening Remarks

Grayson Armstrong, MD, PhD

2:35 PM - 3:15 PM

Panel 1 - Commercial Diabetic Retinopathy AI Screening Technology

Moderator: Edward Korot, MD and Dan A. Gong, MD Panelists: Awais Bajwa, MCA (Ophthalytics), Kaushal Solanki, PhD (EyeNuk), Petri Huhtinen, PhD (Optomed), and Michael Abramoff, MD, PhD (Digital Diagnostics)

3:15 PM - 4:15 PM

Panel 2 - Clinical Implementation of Diabetic Retinopathy AI-Based Screening

Moderator: Inês Laíns, MD, PhD and John B. Miller, MD Presenters: Edward Korot, MD (Stanford University), Andrew Barkmeier, MD (Mayo Clinic), Paolo Silva, MD (Joslin Diabetes Center), and Grayson Armstrong, MD, PhD (Mass Eye and Ear)

4:15 PM - 4:40 PM

Break

4:40 PM - 4:45 PM

Introduction of Michael Abramoff, MD, PhD

Alice C. Lorch, MD, MPH

4:45 PM - 5:20 PM

Keynote Lecture: Healthcare AI Progress - The Why of Where We Are and Where We Are Going

Michael Abramoff, MD, PhD

5:20 PM - 5:25 PM

Closing Remarks

John B. Miller MD

5:30 PM - 6:30 PM

Pre-Meeting: Networking Reception

[ Registration Required ]

Friday, September 27

8:00 AM - 8:30 AM

2024 Data Science and AI Symposium: Check In and Breakfast

8:30 AM - 8:35 AM

Opening Remarks

Lucia Sobrin, MD, MPH; Tobias Elze, PhD

8:35 AM - 9:00 AM

Improving algorithms for more reliable EMR data extraction: lessons from OMOP for ophthalmology

Michael Boland, MD, PhD

9:00 AM - 9:25 AM

The SOURCE: A multi-pronged approach for overcoming barriers to inter-institutional data sharing

Joshua Stein, MD, MS

9:25 AM - 9:50 AM

From healthcare data to decisions: the target trial framework

Barbara Dickerman, PhD

9:50 AM - 10:15 AM

Ethical issues with Big Data: What IRIS can teach us

Cecilia Lee, MD, MS

10:15 AM - 11:15 AM

Poster Session & Break

11:15 AM - 11:40 AM

From AI Bias to AI By Us, for All of Us

Leo Celi, MD, MSc, MPH

11:40 AM - 12:05 PM

Diabetic retinopathy screening: the example of AI coming full circle despite multiple obstacles

Roomasa Channa, MD

12:05 PM - 12:30 PM

Managing to bring it all together with AI: examples from glaucoma about how to integrate clinical information, images and genetics

Nazlee Zebardast, MD, MSc

12:30 PM - 12:55 PM

Bridge2AI: Transformative Research in Ophthalmic AI

Aaron Lee, MD, MSCI

12:55 PM - 1:50 PM

Lunch & Exhibits

1:50 PM - 2:35 PM

Breakout Sessions

Breakout Session 1: Detecting and avoiding discrimination from AI algorithms Moderators: Tobias Elze, PhD and Leo Celi, MD, MSc, MPH Breakout Session 2: Beyond DR: What Eye Diseases will AI be commercialized for next? Moderator: Tinglong Dai, PhD

2:35 PM - 3:10 PM

Break & Exhibits

3:10 PM - 3:15 PM

Return to Starr Center

3:15 PM - 3:20 PM

Introduction of Dr. Pearse Keane

Lucia Sobrin, MD, MPH

3:20 PM - 4:05 PM

Data Science Keynote Lecture: Ophthalmic Data Science Initiatives in the UK - What We Have Learned and Where We Go From Here

Pearse Keane, MD, MSc

4:05 PM - 4:10 PM

Introduction of Dr. Felipe Medeiros

Tobias Elze, PhD

4:10 PM - 4:55 PM

AI Keynote Lecture: AI in Ophthalmology: Opportunities and Challenges to Clinical Implementation

Felipe Medeiros, MD, PhD

4:55 PM - 5:00 PM

Closing Remarks

Lucia Sobrin, MD, MPH; Tobias Elze, PhD

6:00 PM - 7:00 PM

Networking Reception

[ Registration Required ]

7:00 PM - 9:00 PM

Dinner

[ Registration Required ]

Speakers

Michael Abramoff, MD, PhD

Robert C. Watzke, MD Professor in Retina Research and Professor of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa

Michael Boland, MD, PhD

Associate Professor of Ophthalmology, Harvard Medical School, Site Director, Mass Eye and Ear, Lexington

Leo Celi, MD, MSc, MPH

Senior Research Scientist and Clinical Research Director, Laboratory of Computational Physiology, Massachusetts Institute of Technology Co-Director, Sana, Institute for Medical Engineering and Science, Massachusetts Institute of Technology

Roomasa Channa, MD

Assistant Professor, Department of Ophthalmology and Visual Sciences, School of Medicine and Public Health, University of Wisconsin

Barbara Dickerman, PhD

Assistant Professor of Global Cancer Prevention, Department of Epidemiology, Harvard TH Chan School of Public Health, Harvard University Co-Director of the VA-CAUSAL Methods Core, U.S. Veterans Health Administration

Tobias Elze, PhD

Associate Professor of Ophthalmology, Harvard Medical School, Associate Scientist, Mass Eye and Ear

David Friedman, MD, PhD

Assistant Professor of Ophthalmology, Harvard Medical School, Director, Glaucoma Service, Mass Eye and Ear

Pearse Keane, MD, MSc

Professor of Artificial Medical Intelligence, Institute of Ophthalmology, University College London Director, INSIGHT Health Data Research Hub for Eye Health and Consultant Ophthalmologist, Moorfields Eye Hospital

Aaron Lee, MD, MSCI

C. Dan and Irene Hunter Endowed Professor and Associate Professor, Department of Ophthalmology, University of Washington School of Medicine

Cecilia Lee, MD, MS

Associate Professor, Klorfine Family Endowed Chair in Ophthalmology Research, and Director of Clinical Research, Department of Ophthalmology, University of Washington School of Medicine

Nahyoung Grace Lee, MD, MPH

Associate Professor of Ophthalmology, Harvard Medical School, Physician and Surgeon, Mass Eye and Ear

Alice Lorch MD, MPH

Assistant Professor of Ophthalmology, Harvard Medical School, Associate Chief for Quality for the Department of Ophthalmology Director of Harvard Ophthalmology Residency Training Program, Mass General Hospital

Felipe Mederios, MD, PhD

Professor of Ophthalmology, Miller School of Medicine, University of Miami Vice-Chair of Research and Medical Director of the Biostatistics Center, Bascom Palmer Eye Institute

John Miller, MD

Assistant Professor of Ophthalmology, Harvard Medical School, Director, Retinal Imaging, Associate Fellowship Director, Vitreoretinal Surgery Fellowship, Mass Eye and Ear

Lucia Sobrin, MD, MPH

Charles Edward Whitten Professor of Ophthalmology, Harvard Medical School, Director, Morse Laser Center, Co-Fellowship Director, Ocular Immunology and Uveitis Fellowship, Mass Eye and Ear

Joshua Stein, MD, MS

Edward T. and Ellen K. Dryer Career Development Professor in Ophthalmology and Visual Sciences

Mengyu Wang, PhD

Assistant Professor of Ophthalmology, Harvard Medical School, Assistant Scientist, Mass Eye and Ear

Nazlee Zebardast, MD, MSc

Assistant Professor of Ophthalmology, Harvard Medical School, Director of Glaucoma Imaging, Mass Eye and Ear

Michael Abramoff, MD, PhD

Michael Boland, MD, PhD

Leo Celi, MD, MSc, MPH

Roomasa Channa, MD

Barbara Dickerman, PhD

Tobias Elze, PhD