Interpretable Deep Learning for OCT-Based Diagnosis of Vitreoretinal Lymphoma Versus Uveitis

The proposed deep learning method may serve as a non-invasive triage tool by identifying patients who need confirmatory pars plana vitrectomy.

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Publication Details

Journal
Translational Vision Science & Technology
Published
2026-02-26
DOI
https://doi.org/10.1167/tvst.15.2.30
Primary Topic
CNS Lymphoma Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00

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article

Interpretable Deep Learning for OCT-Based Diagnosis of Vitreoretinal Lymphoma Versus Uveitis

Christopher R. Rosenberg, Ogul Ersin Uner, Pengxiao Zang, Azaz Khan et al.
Translational Vision Science & Technology
CNS Lymphoma Diagnosis and Treatment
article

Interpretable Deep Learning for OCT-Based Diagnosis of Vitreoretinal Lymphoma Versus Uveitis

Christopher R. Rosenberg, Ogul Ersin Uner, Pengxiao Zang, Azaz Khan, Phoebe Lin, Eric B. Suhler, Christina J. Flaxel, Yali Jia
article en

Abstract

The proposed deep learning method may serve as a non-invasive triage tool by identifying patients who need confirmatory pars plana vitrectomy.

Translational Vision Science & TechnologyVol. 15(2)
Cleveland Clinic (US), Oregon Health & Science University (US), VA Portland Health Care System (US), Cleveland Eye Clinic (US)
U.S. Department of Veterans Affairs, Research to Prevent Blindness, Edward N. and Della L. Thome Memorial Foundation, VitreoRetinal Surgery Foundation, National Institutes of Health, Genentech
Zero hunger
Openalex Percentile: Top 47%
CNS Lymphoma Diagnosis and Treatment
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