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Katherine Du

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Articles

Novel Systemic Associations of Idiopathic Epiretinal Membrane Identified via Machine Learning

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By Ethan Wu Verified, Jessica Jiang, Katherine Du
| ophthalmologyscience.org
Keywords All of Us Dataset Epiretinal membrane Machine Learning Systemic comorbidities Abbreviations and Acronyms AUC (area under the receiver operating characteristic curve) EHR (electronic health record) ERM (epiretinal membrane) GBDT (gradient-boosted decision tree) iERM (idiopathic epiretinal membrane) sERM (secondary epiretinal membrane) UV (ultraviolet) Epiretinal membrane (ERM) is a fibrocellular, avascular proliferation that develops along the inner retinal surface, primarily in the...
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Benchmarking diffusion models against state-of-the-art architectures for OCT fluid biomarker segmentation

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By Katherine Du, Utkarsh Doshi, Jessica Jiang, Benjamin DiCenzo
| PLOS ONE
Citation: Du K, Doshi U, DiCenzo B, Jiang J, Wu E, Gadari A, et al. (2025) Benchmarking diffusion models against state-of-the-art architectures for OCT fluid biomarker segmentation. PLoS One 20(10): e0335615. https://doi.org/10.1371/journal.pone.0335615 Editor: Andrzej Grzybowski, University of Warmia, POLAND Received: May 6, 2025; Accepted: October 14, 2025; Published: October 29, 2025 Copyright: © 2025 Du et al.
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Detection of Disease Features on Retinal OCT Scans Using RETFound

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By Katherine Du, Stavan Shah, Atharv Ramesh Nair, Adarsh Gadari
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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