Presentations

Upcoming Presentations: 

Future Vision Forum Oct 31-Nov 1 2022

• Isaac Bernstein, Abby Koornwinder, Sophia Y Wang, MD, MS. Seeing What Patients See: Identifying Visual Acuity from Ophthalmology Clnical Progress Notes Using Deep Learning and Natural Language Processing. Poster. 

Past Presentations

AAO Annual Meeting Sep-Oct 2022

• Eric Yeh, MS, Sophia Y Wang, MD, MS. Summarize Ophthalmology Progress Notes without Direct Supervision. Poster. 
• Sophia Y Wang, MD, MS. The State of AI in Glaucoma. Symposium. 

ARVO Annual Meeting March 2022

• Haiwen Gui, BS, Sophia Y Wang, MD, MS. Explaining Deep Learning Models for Low Vision Prognosis
• Sophia Y Wang, MD, MS; Justin Huang, MS; Hannah Hwang, BS, Tina Hernandez-Bousard, PhD. Named entity recognition in ophthalmology clinical progress notes: What’s in the eye exam?

American Academy of Ophthalmology Annual Meeting Nov 13-15 2021

• Eric B Lee, BS, Wendeng Hu, MS, Kuldev Singh, MD, Sophia Y Wang, MD, MS. Association between blood pressure and open angle glaucoma in a U.S. nationwide electronic health records cohort study

9th World Glaucoma Congress 2021

• Eric B Lee¹, BS, Wendeng Hu¹, MS, Kuldev Singh¹, MD, Sophia Y Wang¹, MD. The association between blood pressure, blood pressure medications, and glaucoma in a nationwide longitudinal electronic health records database.  

ARVO 2021

• Eric Yeh, Anjal M Jain, Olivia Fox, Sophia Y Wang. PhacoTrainer: Deep Learning for Activity Recognition in Cataract Surgical Videos. 
• Yash Karandikar, Sophia Wang. Predicting High Impact Ophthalmology Articles Using Machine Learning and Natural Language Processing.
• Sophia Y Wang, Benjamin Tseng. Looking for Low Vision: Deep Learning and Natural Language Processing to Predict Visual Prognosis 

ARVO 2021

• Sophia Y Wang, Benjamin Tseng. Looking for Low Vision in Electronic Health Records

AGS 2021

• Sophia Y Wang, Benjamin Tseng. Deep Learning Approaches for Predicting Glaucoma Progression Requiring Surgery Using Electronic Health Records Data and Natural Language Processing. Click to download the poster.

Poster Presentations

• Computing Over Ophthalmology Clinical Text From Electronic Health Records: Case Study in Identifying Candidates for Low Vision Rehabilitation Using Neural Word Embeddings.
  Mobilizing Computable Biomedical Knowledge (MCBK) Annual Meeting. June 30th, 2020
  Benjamin Tseng, Sophia Y Wang

Podium Presentations

• Gaining the Necessary Skills to Work With Big Data.
  ARVO Big Data Conference 2020
  Sophia Y Wang

• The Weight of Words: Natural Language Processing for Ophthalmology Electronic Health Records.
  APTOS Symposium December 12th, 2020 
  Sophia Y Wang