David Myung

About

David Myung is an Assistant Professor of Ophthalmology at the Stanford University Medical Center and is affiliated with the Center for Artificial Intelligence in Medicine & Imaging (AIMI) at Stanford University. His work focuses on the application of artificial intelligence and imaging technologies in the field of medicine, particularly ophthalmology. As a faculty member at Stanford, he contributes to advancing research in medical AI, leveraging innovative computational methods to improve diagnostic and treatment processes in healthcare.

Research topics

• Computer Science
• Artificial Intelligence
• Medicine
• Machine Learning
• Political Science
• Ophthalmology
• Mathematics
• Polymer chemistry
• Embedded system
• Engineering ethics

Selected publications

• Multifunctional materials for implantable and wearable photonic healthcare devices

  Nature Reviews Materials · 2020 · 653 citations

  DOI

• Wireless smart contact lens for diabetic diagnosis and therapy

  Science Advances · 2020 · 466 citations

  A smart contact lens can be used as an excellent interface between the human body and an electronic device for wearable healthcare applications. Despite wide investigations of smart contact lenses for diagnostic applications, there has been no report on electrically controlled drug delivery in combination with real-time biometric analysis. Here, we developed smart contact lenses for both continuous glucose monitoring and treatment of diabetic retinopathy. The smart contact lens device, built on…

  DOI

• Foundational Considerations for Artificial Intelligence Using Ophthalmic Images

  Ophthalmology · 2021 · 90 citations

  PublisherOA PDFDOI

• Artificial Intelligence for Retinopathy of Prematurity

  Ophthalmology · 2022 · 53 citations

  PURPOSE: To validate a vascular severity score as an appropriate output for artificial intelligence (AI) Software as a Medical Device (SaMD) for retinopathy of prematurity (ROP) through comparison with ordinal disease severity labels for stage and plus disease assigned by the International Classification of Retinopathy of Prematurity, Third Edition (ICROP3), committee. DESIGN: Validation study of an AI-based ROP vascular severity score. PARTICIPANTS: A total of 34 ROP experts from the ICROP3 com…

  PublisherOA PDFDOI

• Injectable Cucurbit[8]uril-Based Supramolecular Gelatin Hydrogels for Cell Encapsulation

  ACS Macro Letters · 2020 · 44 citations

  Senior authorCorresponding

  Recent efforts to develop hydrogel biomaterials have focused on better recapitulating the dynamic properties of the native extracellular matrix. In hydrogel biomaterials, binding thermodynamics and cross-link kinetics directly affect numerous bulk dynamic properties such as strength, stress relaxation, and material clearance. However, despite the broad range of bulk dynamic properties observed in biological tissues, present strategies to incorporate dynamic linkages in cell-encapsulating hydroge…

  PublisherOA PDFDOI

Recent grants

• Corneal Reconstruction through an In Situ-Forming Collagen Gel

  NIH · 2019–2021

• In Situ Bioconjugation as a Therapeutic Delivery Modality to Enhance Ocular Wound Healing

  NIH · $1.1M · 2017–2022

• Corneal Scar Repair through SPAACKL: Sutureless, Pro-regenerative Anterior Additive Collagen gel KeratopLasty

  NIH · $2.5M · 2022–2026

Frequent coauthors

• Gabriella Maria Fernandes-Cunha

  106 shared

• Hyun Jong Lee

  Gachon University

  90 shared

• Fang Chen

  Jiangxi Academy of Environmental Sciences

  88 shared

• Peter Le

  Stanford University

  68 shared

• Kyung‐Sun Na

  Catholic University of Korea

  61 shared

• Caitlin M. Logan

  Smith-Kettlewell Eye Research Institute

  30 shared

• David C Mundy

  Stanford University

  30 shared

• Sarah C. Heilshorn

  30 shared

Similar researchers at Stanford University

• Michael Snyderh-215
• Ronald Davish-183
• Robert Harringtonh-169