Deep Learning Algorithm for the Diagnosis and Prediction of Hydroxychloroquine Retinopathy

Peter Woodward-Court; Jeffry Hogg; Terry Lee; Priyal Taribagil; Cindy S. Zhao; Vanessa Otti; William R. Tucker; Michael Allingham; Oleg Alekseev; Siegfried K. Wagner; David Myung; Loh Shan Leung; Eleonora M. Lad; Hani Hasan; James Talks; Daniel C. Alexander; Pearse A. Keane; Eliot R. Dow

doi:10.1016/j.oret.2025.06.003

Deep Learning Algorithm for the Diagnosis and Prediction of Hydroxychloroquine Retinopathy

Peter Woodward-Court
, Jeffry Hogg
, Terry Lee
, Priyal Taribagil
, Cindy S. Zhao
, Vanessa Otti
, William R. Tucker
, Michael Allingham
, Oleg Alekseev
, Siegfried K. Wagner
, David Myung
, Loh Shan Leung
, Eleonora M. Lad
, Hani Hasan
, James Talks
, Daniel C. Alexander
, Pearse A. Keane
, Eliot R. Dow

Jerry M. Wallace School of Osteopathic Medicine

UCL Institute of Ophthalmology
Newcastle upon Tyne Hospital NHS Foundation Trusts
Duke University Medical Center
Stanford University School of Medicine
Veterans Affairs Palo Alto Health Care System
University College London
Retinal Consultants Medical Group

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	1140-1148
Number of pages	9
Journal	Ophthalmology Retina
Volume	9
Issue number	12
DOIs	https://doi.org/10.1016/j.oret.2025.06.003
State	Published - Dec 2025

ASJC Scopus Subject Areas

Ophthalmology

Keywords

HCQ
Hydroxychloroquine
Machine learning
Retinopathy

Access to Document

10.1016/j.oret.2025.06.003

Cite this

Woodward-Court, P., Hogg, J., Lee, T., Taribagil, P., Zhao, C. S., Otti, V., Tucker, W. R., Allingham, M., Alekseev, O., Wagner, S. K., Myung, D., Leung, L. S., Lad, E. M., Hasan, H., Talks, J., Alexander, D. C., Keane, P. A., & Dow, E. R. (2025). Deep Learning Algorithm for the Diagnosis and Prediction of Hydroxychloroquine Retinopathy. Ophthalmology Retina, 9(12), 1140-1148. https://doi.org/10.1016/j.oret.2025.06.003

Woodward-Court, P, Hogg, J, Lee, T, Taribagil, P, Zhao, CS, Otti, V, Tucker, WR, Allingham, M, Alekseev, O, Wagner, SK, Myung, D, Leung, LS, Lad, EM, Hasan, H, Talks, J, Alexander, DC, Keane, PA & Dow, ER 2025, 'Deep Learning Algorithm for the Diagnosis and Prediction of Hydroxychloroquine Retinopathy', Ophthalmology Retina, vol. 9, no. 12, pp. 1140-1148. https://doi.org/10.1016/j.oret.2025.06.003

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title = "Deep Learning Algorithm for the Diagnosis and Prediction of Hydroxychloroquine Retinopathy",

keywords = "HCQ, Hydroxychloroquine, Machine learning, Retinopathy",

author = "Peter Woodward-Court and Jeffry Hogg and Terry Lee and Priyal Taribagil and Zhao, \{Cindy S.\} and Vanessa Otti and Tucker, \{William R.\} and Michael Allingham and Oleg Alekseev and Wagner, \{Siegfried K.\} and David Myung and Leung, \{Loh Shan\} and Lad, \{Eleonora M.\} and Hani Hasan and James Talks and Alexander, \{Daniel C.\} and Keane, \{Pearse A.\} and Dow, \{Eliot R.\}",

note = "Publisher Copyright: {\textcopyright} 2025 American Academy of Ophthalmology.",

year = "2025",

month = dec,

doi = "10.1016/j.oret.2025.06.003",

language = "English",

volume = "9",

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AU - Woodward-Court, Peter

AU - Hogg, Jeffry

AU - Lee, Terry

AU - Taribagil, Priyal

AU - Zhao, Cindy S.

AU - Otti, Vanessa

AU - Tucker, William R.

AU - Allingham, Michael

AU - Alekseev, Oleg

AU - Wagner, Siegfried K.

AU - Myung, David

AU - Leung, Loh Shan

AU - Lad, Eleonora M.

AU - Hasan, Hani

AU - Talks, James

AU - Alexander, Daniel C.

AU - Keane, Pearse A.

AU - Dow, Eliot R.

PY - 2025/12

Y1 - 2025/12

KW - HCQ

KW - Hydroxychloroquine

KW - Machine learning

KW - Retinopathy

UR - https://www.scopus.com/pages/publications/105013270336

UR - https://www.scopus.com/pages/publications/105013270336#tab=citedBy

U2 - 10.1016/j.oret.2025.06.003

DO - 10.1016/j.oret.2025.06.003

M3 - Article

C2 - 40513830

AN - SCOPUS:105013270336

SN - 2468-6530

VL - 9

SP - 1140

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JO - Ophthalmology Retina

JF - Ophthalmology Retina

IS - 12

ER -

Deep Learning Algorithm for the Diagnosis and Prediction of Hydroxychloroquine Retinopathy

ASJC Scopus Subject Areas

Keywords

Access to Document

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