Transformer-Based Deep Learning Prediction of 10-Degree Humphrey Visual Field Tests From 24-Degree Data

Author:

Shi Min1,Lokhande Anagha1,Tian Yu1,Luo Yan1,Eslami Mohammad1,Kazeminasab Saber1,Elze Tobias1,Shen Lucy Q.2,Pasquale Louis R.3,Wellik Sarah R.4,De Moraes Carlos Gustavo5,Myers Jonathan S.6,Zebardast Nazlee2,Friedman David S.2,Boland Michael V.2,Wang Mengyu1

Affiliation:

1. Harvard Ophthalmology AI Lab, Schepens Eye Research Institute of Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA

2. Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, USA

3. Eye and Vision Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA

4. Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, USA

5. Edward S. Harkness Eye Institute, Columbia University Medical Center, New York, NY, USA

6. Wills Eye Hospital, Thomas Jefferson University, Philadelphia, PA, USA

Publisher

Association for Research in Vision and Ophthalmology (ARVO)

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