Search Results - "Thavikulwat, Alisa T."
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Deep-GA-Net for Accurate and Explainable Detection of Geographic Atrophy on OCT Scans
Published in Ophthalmology science (Online) (01-12-2023)“…To propose Deep-GA-Net, a 3-dimensional (3D) deep learning network with 3D attention layer, for the detection of geographic atrophy (GA) on spectral domain OCT…”
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A deep network DeepOpacityNet for detection of cataracts from color fundus photographs
Published in Communications medicine (16-12-2023)“…Background Cataract diagnosis typically requires in-person evaluation by an ophthalmologist. However, color fundus photography (CFP) is widely performed…”
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Pathophysiology and management of glaucoma associated with phakomatoses
Published in Journal of neuroscience research (01-01-2019)“…The phakomatoses, encephalotrigeminal angiomatosis (ETA; Sturge‐Weber Syndrome), neurofibromatosis type 1 (NF1 or von Recklinghausen disease), Von…”
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DeepLensNet: Deep Learning Automated Diagnosis and Quantitative Classification of Cataract Type and Severity
Published in Ophthalmology (Rochester, Minn.) (01-05-2022)“…To develop deep learning models to perform automated diagnosis and quantitative classification of age-related cataract from anterior segment photographs…”
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Bilateral Blurry Vision in a Human Leukocyte Antigen B27-Positive Man
Published in JAMA ophthalmology (01-05-2019)Get more information
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Deep Learning Automated Detection of Reticular Pseudodrusen from Fundus Autofluorescence Images or Color Fundus Photographs in AREDS2
Published in Ophthalmology (Rochester, Minn.) (01-12-2020)“…To develop deep learning models for detecting reticular pseudodrusen (RPD) using fundus autofluorescence (FAF) images or, alternatively, color fundus…”
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Longitudinal Study of Peripapillary Thinning in Sickle Cell Hemoglobinopathies
Published in American journal of ophthalmology (01-06-2019)“…To determine the rate of retinal nerve fiber layer (RNFL) thinning in patients with sickle cell hemoglobinopathies. This was a prospective cohort study…”
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Phase 2 Trial Evaluating Minocycline for Geographic Atrophy in Age-Related Macular Degeneration: A Nonrandomized Controlled Trial
Published in JAMA ophthalmology (01-04-2024)“…Existing therapies to slow geographic atrophy (GA) enlargement in age-related macular degeneration (AMD) have relatively modest anatomic efficacy, require…”
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Proliferative Retinopathy Associated with Repeated High-Altitude Exposure in a Patient with Sickle Cell Trait
Published in High altitude medicine & biology (01-12-2022)“…Broadhead Geoffrey K., Henry E. Wiley, David Peprah, Kenneth Olumba, and Alisa T. Thavikulwat. Proliferative retinopathy associated with repeated high-altitude…”
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MULTIMODAL ASSESSMENTS OF DRUSENOID PIGMENT EPITHELIAL DETACHMENTS IN THE AGE-RELATED EYE DISEASE STUDY 2 ANCILLARY SPECTRAL-DOMAIN OPTICAL COHERENCE TOMOGRAPHY STUDY COHORT
Published in Retina (Philadelphia, Pa.) (01-05-2022)“…To identify features correlating with drusenoid pigment epithelial detachment (DPED) progression in the Age-Related Eye Disease Study 2 Ancillary…”
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Evaluation of Cone- and Rod-Mediated Parameters in Dark Adaptation Testing as Outcome Measures in Age-Related Macular Degeneration
Published in Ophthalmology retina (01-12-2022)“…To investigate the suitability of 6 rod- or cone-mediated dark adaptation (DA) parameters as outcome measures for clinical trials in age-related macular…”
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Improving Interpretability in Machine Diagnosis: Detection of Geographic Atrophy in OCT Scans
Published in Ophthalmology science (Online) (01-09-2021)“…PurposeManually identifying geographic atrophy (GA) presence and location on OCT volume scans can be challenging and time consuming. This study developed a…”
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The effects of gender and age on the range of the normal human electro-oculogram
Published in Documenta ophthalmologica (01-12-2015)“…Purpose To define the normal ranges for the slow oscillations (SO) and fast oscillations (FO) of the electro-oculogram (EOG) recorded to International Society…”
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Deep Learning-Based Modeling of the Dark Adaptation Curve for Robust Parameter Estimation
Published in Translational vision science & technology (31-10-2022)“…PurposeThis study investigates deep-learning (DL) sequence modeling techniques to reliably fit dark adaptation (DA) curves and estimate their key parameters in…”
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Longitudinal characterization and treatment response of retinal arterial macroaneurysms in adult-onset coats disease
Published in American journal of ophthalmology case reports (01-09-2022)“…To perform longitudinal analysis of retinal arterial macroaneurysms in 3 patients with adult-onset Coats disease. Three eyes of three patients with adult-onset…”
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Evaluation of Cataract Surgery Outcomes at the Ban Phaeo Mobile Eye Clinic, Thailand
Published in Ophthalmic epidemiology (01-08-2015)“…Purpose: To evaluate the quality and efficacy of the Ban Phaeo Mobile Eye Clinic (BPMEC) model in providing cataract surgery to rural Thailand. Methods:…”
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Improving Interpretability in Machine Diagnosis
Published in Ophthalmology science (Online) (01-09-2021)“…Manually identifying geographic atrophy (GA) presence and location on OCT volume scans can be challenging and time consuming. This study developed a deep…”
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Robust convolutional neural networks against adversarial attacks on medical images
Published in Pattern recognition (01-12-2022)“…•We quantify the scale of adversarial perturbations imperceptible to clinicians.•Noise might cause CNNs’ vulnerability to adversarial medical images.•We…”
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