Research map: Validation of a Machine Learning Approach to the Analysis of Multifocal Electroretinograms for Hydroxychloroquine Retinopathy

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  1. Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach · Elizabeth R. DeLong · 1988 · 23056 citations · Cited by this paper
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  7. Recommendations on Screening for Chloroquine and Hydroxychloroquine Retinopathy (2016 Revision) · Michael F. Marmor · 2016 · 1190 citations · Cited by this paper
  8. Optical Quality and Centration Stability of a Novel Capsule Reconstructor for Intraocular Lens Fixation: Laboratory Evaluation of the fixOflex Device · 2026 · Related
  9. Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks · James M. Brown · 2018 · 667 citations · Cited by this paper
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  11. Artificial intelligence for diabetic retinopathy screening: a review · Andrzej E. Grzybowski · 2019 · 377 citations · Cited by this paper
  12. Personalized Dosing System Guided by Cross-Scale Metabolic Imaging Biomarkers in Neovascular Age-Related Macular Degeneration · 2026 · Related
  13. The incidence of irreversible retinal toxicity in patients treated with hydroxychloroquine · Ioannis Mavrikakis · 2003 · 258 citations · Cited by this paper
  14. Does New Rapid Optical Coherence Tomography Angiography Acquisition Affect Image Quality in Healthy and Diseased Eyes? · 2026 · Related
  15. Incidence of hydroxychloroquine retinopathy in 1,207 patients in a large multicenter outpatient practice · Gerhard Levy · 1997 · 252 citations · Cited by this paper
  16. Comparison of the Ratio Between Anterior and Posterior Curvature Centered on the Thinnest Point (A/B Ratio) in Normal and Keratoconus Eyes · 2026 · Related
  17. ISCEV standard for clinical multifocal electroretinography (mfERG) (2021 update) · Michael B. Hoffmann · 2021 · 201 citations · Cited by this paper
  18. Pathogenicity Analysis of Two Novel CRB1 Mutations in Three Chinese Inherited Retinal Dystrophy Families and a Literature Review · 2026 · Related
  19. Pericentral Retinopathy and Racial Differences in Hydroxychloroquine Toxicity · Ronald B. Melles · 2014 · 175 citations · Cited by this paper
  20. Automated Deep Learning Quantification of Avascular Area and Intravitreal Neovascularization in Retinal Flatmounts of Rodent Oxygen-Induced Retinopathy Models · 2026 · Related
  21. Spectral domain optical coherence tomography as an effective screening test for hydroxychloroquine retinopathy (the “flying saucer” sign) · Eric Chen · 2010 · 131 citations · Cited by this paper
  22. American College of Rheumatology, American Academy of Dermatology, Rheumatologic Dermatology Society, and American Academy of Ophthalmology 2020 Joint Statement on Hydroxychloroquine Use With Respect to Retinal Toxicity · James Todd Rosenbaum · 2021 · 128 citations · Cited by this paper
  23. Detection of Early Hydroxychloroquine Retinal Toxicity Enhanced by Ring Ratio Analysis of Multifocal Electroretinography · Jonathan S. Lyons · 2007 · 123 citations · Cited by this paper
  24. Targeted validation: validating clinical prediction models in their intended population and setting · Matthew Sperrin · 2022 · 107 citations · Cited by this paper
  25. The Royal College of Ophthalmologists recommendations on monitoring for hydroxychloroquine and chloroquine users in the United Kingdom (2020 revision): executive summary · Imran H. Yusuf · 2021 · 74 citations · Cited by this paper
  26. Relative sensitivity and specificity of 10-2 visual fields, multifocal electroretinography, and spectral domain optical coherence tomography in detecting hydroxychloroquine and chloroquine retinopathy · David J. Browning · 2014 · 70 citations · Cited by this paper
  27. Impact of the Revised American Academy of Ophthalmology Guidelines Regarding Hydroxychloroquine Screening on Actual Practice · David J. Browning · 2012 · 70 citations · Cited by this paper
  28. Optical Coherence Tomography Protocols for Screening of Hydroxychloroquine Retinopathy in Asian Patients · Seong Joon Ahn · 2017 · 46 citations · Cited by this paper
  29. Prevalence of hydroxychloroquine retinopathy using 2018 Royal College of Ophthalmologists diagnostic criteria · Elena Marshall · 2020 · 44 citations · Cited by this paper
  30. Visual electrophysiology and “the potential of the potentials” · Omar A. Mahroo · 2023 · 44 citations · Cited by this paper
  31. Comparing methods of determining addition in presbyopes · Beatriz Antona · 2007 · 29 citations · Cited by this paper
  32. Phenotyping of ABCA4 Retinopathy by Machine Learning Analysis of Full-Field Electroretinography · Sophie L. Glinton · 2022 · 28 citations · Cited by this paper
  33. Deep Learning-Based Automatic Detection of Ellipsoid Zone Loss in Spectral-Domain OCT for Hydroxychloroquine Retinal Toxicity Screening · Tharindu De Silva · 2021 · 25 citations · Cited by this paper
  34. Clinical electrophysiology of vision—commentary on current status and future prospects · Ruth Hamilton · 2021 · 19 citations · Cited by this paper
  35. Detection of Hydroxychloroquine Retinopathy via Hyperspectral and Deep Learning through Ophthalmoscope Images · Wen-Shuang Fan · 2023 · 16 citations · Cited by this paper
  36. MERCI: a machine learning approach to identifying hydroxychloroquine retinopathy using mfERG · Faisal Habib · 2022 · 11 citations · Cited by this paper
  37. Artificial intelligence for detection of retinal toxicity in chloroquine and hydroxychloroquine therapy using multifocal electroretinogram waveforms · Mikhail Kulyabin · 2024 · 9 citations · Cited by this paper
  38. Automated Evaluation of Ellipsoid Zone At-Risk Burden for Detection of Hydroxychloroquine Retinopathy · Katherine E. Talcott · 2024 · 8 citations · Cited by this paper
  39. Atypical Presentations of Hydroxychloroquine Retinopathy: A Case Series Study · Jung Min Lee · 2024 · 7 citations · Cited by this paper

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