Graham E. Quinn

About

Graham E. Quinn, MD, is an Emeritus Professor of Ophthalmology at the Perelman School of Medicine at the University of Pennsylvania. His research expertise includes retinopathy of prematurity, assessment of visual function and ocular development, and vision screening and treatment of amblyopia in young children. He has contributed to the development of techniques to assess disease and treatment modalities in infants and children at risk for severe retinopathy of prematurity. Dr. Quinn leads a large NEI-funded study on remote evaluation of digital images from premature infants, which has resulted in several publications. He is actively involved in international collaborations aimed at the prevention of blindness from retinopathy of prematurity.

Research topics

• Computer Science
• Machine Learning
• Artificial Intelligence
• Pathology
• Ophthalmology
• Mathematics
• Medicine

Selected publications

• International Classification of Retinopathy of Prematurity, Third Edition

  Ophthalmology · 2021-07-08 · 750 citations

  reviewOpen access
  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

• P Score: A Reference Image-Based Clinical Grading Scale for Vascular Change in Retinopathy of Prematurity

  Ophthalmology · 2024-05-23 · 14 citations

  articleOpen access

  PURPOSE: The International Classification of Retinopathy of Prematurity, Third Edition (ICROP3), acknowledged that plus-like retinopathy of prematurity (ROP) vascular changes occurs along a spectrum. Historically, clinician-experts demonstrate variable agreement for plus diagnosis. We developed a 9-photograph reference image set for grading plus-like changes and compared intergrader agreement of the set with standard grading with no plus, preplus, and plus disease. DESIGN: Retinal photographic g…

  PublisherOA PDFDOI

• Implementation of telemedicine screening for retinopathy of prematurity in rural areas in Guatemala

  Journal of American Association for Pediatric Ophthalmology and Strabismus · 2021-12-29 · 11 citations

  articleSenior author
  PublisherDOI

• Nationwide Increase in the Incidence of Retinopathy of Prematurity in the US—A Growing Problem?

  JAMA Ophthalmology · 2023-04-13 · 7 citations

  letterOpen accessSenior author

  Retinopathy of prematurity (ROP) is a leading cause of treatable childhood blindness worldwide.The epidemiology of ROP has been studied globally, finding large variations in ROP incidence across the world likely due to differences in neonatal care, oxygen use, and mortality of premature infants.Because advances in neonatal care lead to increasing survival of premature infants, and subsequently, the incidence of ROP, nationwide studies of ROP epidemiology are necessary to monitor the changes in R…

  PublisherOA PDFDOI

Recent grants

• NIH Grant U10EY017014

  NIH · $13.6M · 2016

• NIH Grant K24EY000402

  NIH · $643k · 2004

• NIH Grant U01EY006363

  NIH · $1.2M · 1994

Frequent coauthors

• Gui‐Shuang Ying

  University of Pennsylvania

  369 shared

• Gil Binenbaum

  Children's Hospital of Philadelphia

  188 shared

• Maureen G. Maguire

  Penn Presbyterian Medical Center

  123 shared

• David B. Schaffer

  120 shared

• Marjean Taylor Kulp

  SUNY College of Optometry

  112 shared

• Agnieshka Baumritter

  96 shared

• Monte D. Mills

  95 shared

• Lynn Cyert

  Northeastern State University

  94 shared

Education

• MSCE, Biostatistics and Epidemiology

  University of Pennsylvania

• MSCE, Perelman School of Medicine

  University of Pennsylvania

  1999

• MD

  Duke University School of Medicine

  1973

• BA

  Duke University

  1969

Similar researchers at University of Pennsylvania

• John Q. Trojanowskih-296
• Craig B. Thompsonh-277
• Daniel J Raderh-236