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Presentations

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Upcoming Presentations: 

American Academy of Ophthalmology November 2023

  • Sophia Y Wang, MD, MS, Samuel Barry. Predicting glaucoma surgery outcomes using artificial intelligence
  • Sophia Wang, Rohith Ravindranath, Joshua Stein. Artificial intelligence models for predicting glaucoma progression in a large multicenter electronic health records consortium: the Sight Outcomes Research Collaborative (SOURCE)

World Glaucoma Congress June-July 2023

  • Sophia Y Wang, MD, MS, Joshua D Stein, MD, MS. Machine Learning Approaches for Predicting Glaucoma Progression in a Large Multicenter Electronic Health Records Consortium: The Sight Outcomes Research Collaborative (SOURCE)

American Ophthalmological Society May 2023

  • Sophia Y Wang, MD, MS, Joshua D Stein, MD, MS. Machine Learning Approaches for Predicting Glaucoma Progression in a Large Multicenter Electronic Health Records Consortium: The Sight Outcomes Research Collaborative (SOURCE)

ARVO Annual Meeting April 2023

  • Sophia Y Wang, MD, MS, Joshua D Stein, MD, MS. Machine Learning Approaches for Predicting Glaucoma Progression in a Large Multicenter Electronic Health Records Consortium: The Sight Outcomes Research Collaborative (SOURCE)
  • Victor Zhang, MS; Haiwen Gui; Robert Chang; MD, Sophia Wang. Real-World Agreement of Same-Visit Tono-pen vs Goldmann Applanation Intraocular Pressure Measurements Using Electronic Health Records 
  • Isaac Bernstein, Abigail 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, MIT outstanding poster finalist. 

Past Presentations

University of San Francisco Data Science Conference March 2023

  • Sophia Y Wang, MD, MS. Envisioning the Future: Artificial Intelligence for Preserving Vision. Presentation

Asia Pacific Academy of Ophthalmology Feb 2023

  • Sophia Y Wang, MD, MS. Is there any role for glaucoma screening? North American Perspective. Presentation

EnVision Summit Feb 2023

  • Sophia Y Wang, MD, MS. AngleTrainer: AI-Enhanced MIGS Surgery. Presentation

AI+Health Conference Dec 2022

  • Sophia Y Wang, MD, MS. PhacoTrainer: Improving Cataract Surgery with Computer Vision. Presentation

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

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

Podium Presentations

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