Publications by authors named "William R Freeman"

This study investigates the efficacy of predicting age-related macular degeneration (AMD) activity through deep neural networks (DNN) using a cross-instrument training dataset composed of Optical coherence tomography-angiography (OCTA) images from two different manufacturers. A retrospective cross-sectional study analyzed 2D vascular en-face OCTA images from Heidelberg Spectralis (1478 samples: 1102 training, 276 validation, 100 testing) and Optovue Solix (1003 samples: 754 training, 189 validation, 60 testing). OCTA scans were labeled based on clinical diagnoses and adjacent B-scan OCT fluid information, categorizing activity into normal, dry AMD, active wet AMD, and wet AMD in remission.

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Article Synopsis
  • The review discusses subthreshold micropulse laser (SML) therapy, which is a low-impact treatment for retinal issues, particularly diabetic retinopathy (DR).
  • It analyzes various studies that show SML therapy as a safe and effective alternative to traditional treatments, with no damage to retinal tissue.
  • The conclusion emphasizes the potential of SML therapy to complement existing DR treatments and highlights ongoing research to improve its application and understanding.
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Background And Objective: The purpose of this study was to analyze the safety and efficacy of combined intravitreal anti-vascular endothelial growth factor (anti-VEGF) and steroid therapeutic agents for resistant choroidal neovascularization (CNV). A retrospective observational clinical study was performed assessing anatomic and visual changes in a consecutive cohort of patients with refractory chronic wet age-related macular degeneration resistant to high-dose aflibercept therapy.

Patients And Methods: Twelve eyes of 12 patients with unresponsive CNV despite aggressive monthly anti-VEGF (4-mg aflibercept [mean: 43.

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Article Synopsis
  • Age-related Macular Degeneration (AMD) leads to central vision loss, and Optical Coherence Tomography Angiography (OCTA) helps diagnose it by showing problematic blood vessels.
  • This study is the first to use OCTA specifically for grading AMD severity through deep learning classifiers.
  • The researchers developed a 2D convolutional neural network that analyzes 3D OCTA volumes, achieving over 80% accuracy in grading AMD stages, outperforming human experts who achieved only around 60%.
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Article Synopsis
  • * Results showed that, at the start, retinal thickness in these patients was significantly lower compared to healthy peers, and it continued to thin over time, with an average annual decline of 6.70 µm.
  • * Despite no significant change in volume of certain retinal structures during follow-up, the findings suggest ongoing retinal thinning post-treatment, warranting long-term monitoring for affected patients.
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Purpose: To evaluate the systemic and ocular outcomes of patients with branch retinal artery occlusion (BRAO) and central retinal artery occlusion (CRAO) after hyperbaric oxygen therapy (HBOT).

Methods: This is a single-institution study of 75 subjects diagnosed with BRAO (28, 37.3%) and CRAO (47, 62.

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Purpose: The Port Delivery System with ranibizumab (PDS) is approved in the United States for neovascular age-related macular degeneration. The United States Prescribing Information has a Boxed Warning for endophthalmitis and reports the incidence rate in patients developing endophthalmitis after receiving the PDS compared with monthly intravitreal ranibizumab. Endophthalmitis cases noted in the Boxed Warning, treatment outcomes, potential contributing factors, and potential mitigations are summarized.

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The Ultra-Wide-Field (UWF) retina images have attracted wide attentions in recent years in the study of retina. However, accurate registration between the UWF images and the other types of retina images could be challenging due to the distortion in the peripheral areas of an UWF image, which a 2D warping can not handle. In this paper, we propose a novel 3D distortion correction method which sets up a 3D projection model and optimizes a dense 3D retina mesh to correct the distortion in the UWF image.

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In this retrospective case series on neovascular age-related macular degeneration (nAMD), we aimed to improve Choroidal Neovascularization (CNV) visualization in Optical Coherence Tomography Angiography (OCTA) scans by addressing segmentation errors. Out of 198 eyes, 73 OCTA scans required manual segmentation correction. We compared uncorrected scans to those with minimal (2 corrections), moderate (10 corrections), and detailed (50 corrections) efforts targeting falsely segmented Bruch's Membrane (BM).

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Purpose: This study aimed to compare a new Artificial Intelligence (AI) method to conventional mathematical warping in accurately overlaying peripheral retinal vessels from two different imaging devices: confocal scanning laser ophthalmoscope (cSLO) wide-field images and SLO ultra-wide field images.

Methods: Images were captured using the Heidelberg Spectralis 55-degree field-of-view and Optos ultra-wide field. The conventional mathematical warping was performed using Random Sample Consensus-Sample and Consensus sets (RANSAC-SC).

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Article Synopsis
  • The study investigates whether using optical coherence tomography angiography (OCTA) can help predict stages of age-related macular degeneration (AMD) by visualizing blood vessel structures, and explores the effectiveness of artificial intelligence (AI) in this prediction process.
  • Researchers analyzed 310 high-resolution OCTA scans, identifying four categories of AMD, and found that AI achieved an accuracy of 80.36%, outperforming human experts in predicting disease status.
  • The findings suggest that choroidal neovascularization (abnormal blood vessel growth) can indicate disease activity, highlighting the need for future research to track its changes over time and improve treatment response predictions using a combination of imaging techniques.
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Purpose: Ultra-widefield (UWF) imaging is commonly used in ophthalmology in tandem with scleral depressed examinations (SDE) to evaluate peripheral retinal disease. Because of the increased reliance on this technology in tele-ophthalmology, it is critical to evaluate its efficacy for detecting the peripheral retina when performed in isolation. Therefore, we sought to evaluate UWF imaging sensitivity in detecting retinal horseshoe tears (HSTs).

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Optical Coherence Tomography (OCT) is a widely used non-invasive high resolution 3D imaging technique for biological tissues and plays an important role in ophthalmology. OCT retinal layer segmentation is a fundamental image processing step for OCT-Angiography projection, and disease analysis. A major problem in retinal imaging is the motion artifacts introduced by involuntary eye movements.

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Introduction: The aim of this study was to investigate retinal layer thickness and vessel density differences between patients with reticular pseudodrusen (RPD) and intermediate dry age-related macular degeneration (iAMD).

Methods: Participants included in the study were patients diagnosed by retinal specialists with RPD, iAMD, and both RPD and iAMD at our academic referral center, seen from May 2021 until February 2022. The central 3 mm retinal thickness was measured using spectral-domain optical coherence tomography (Heidelberg Spectralis HRA+OCT System; Heidelberg Engineering, Heidelberg, Germany).

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Purpose: To refine the retinal phenotypes of suspected pentosan polysulfate sodium toxicity using ultra-widefield imaging.

Methods: Patients with complete dosing profiles who visited the ophthalmology department and with ultra-widefield and optical coherence tomography imaging records were identified using electronic health records at a large academic center. Retinal toxicity was initially identified using previously published imaging criteria, while grading was categorized using both previously reported and new classification systems.

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Background: Retinitis pigmentosa (RP) represents a group of progressive, genetically heterogenous blinding diseases. Recently, relationships between measures of retinal function and structure are needed to help identify outcome measures or biomarkers for clinical trials. The ability to align retinal multimodal images, taken on different platforms, will allow better understanding of this relationship.

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Purpose: To assess genetic associations for pentosan polysufate sodium maculopathy.

Methods: Genetic testing for inherited retinal dystrophy genes using exome testing and for 14 age-related macular degeneration-associated single nucleotide polymorphisms (SNPs) using panel testing were performed. In addition, full-field electroretinograms (ffERG) were obtained to identify any cone-rod dystrophy.

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This cross-sectional study aimed to investigate the hypothesis that permanent capillary damage may underlie the long-term COVID-19 sequela by quantifying the retinal vessel integrity. Participants were divided into three subgroups; Normal controls who had not been affected by COVID-19, mild COVID-19 cases who received out-patient care, and severe COVID-19 cases requiring intensive care unit (ICU) admission and respiratory support. Patients with systemic conditions that may affect the retinal vasculature before the diagnosis of COVID-19 infection were excluded.

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Purpose: To evaluate the safety and efficacy of repeat injections of Brimonidine Drug Delivery System (Brimo DDS) Generation 2 (Gen 2) containing 400-μg brimonidine in patients with geographic atrophy (GA) secondary to age-related macular degeneration (AMD).

Design: A phase IIb, randomized, multicenter, double-masked, sham-controlled, 30-month study (BEACON).

Participants: Patients diagnosed with GA secondary to AMD and multifocal lesions with total area of > 1.

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Background And Objective: The purpose of this study was to evaluate the accuracy and the time to find a lesion, taken in different platforms, color fundus photographs and infrared scanning laser ophthalmoscope images, using the traditional side-by-side (SBS) colocalization technique to an artificial intelligence (AI)-assisted technique.

Patients And Methods: Fifty-three pathological lesions were studied in 11 eyes. Images were aligned using SBS and AI overlaid methods.

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To evaluate an intravitreally injected nanoparticle platform designed to deliver VEGF-A siRNA to inhibit retinal neovascular leakage as a new treatment for proliferative diabetic retinopathy and diabetic macular edema. Fusogenic lipid-coated porous silicon nanoparticles loaded with VEGF-A siRNA, and pendant neovascular integrin-homing iRGD, were evaluated for efficacy by intravitreal injection in a rabbit model of retinal neovascularization. For 12 weeks post-treatment, a reduction in vascular leakage was observed for treated diseased eyes versus control eyes (p = 0.

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Purpose: To investigate closure rates and functional outcomes of surgery for refractory and recurrent macular holes (MHs) in a real-world setting.

Methods: Retrospective review of secondary MH surgeries.

Results: A total of 72 eyes from 72 patients were included.

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Introduction: Few studies have explored MultiColor™ imaging (MCI) in evaluating retinal vascular diseases, particularly branch retinal vein occlusion (BRVO). This study aimed to compare the identification of retinal vessel whitening in BRVO using MCI by scanning confocal laser versus conventional white-flash color fundus photography (CFP).

Methods: Paired images of consecutive patients diagnosed with BRVO who underwent same-day MCI and CFP were reviewed.

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