Ophthalmology Commons^™

Lamina Cribrosa Microstructure In Nonhuman Primates With Naturally Occurring Peripapillary Retinal Nerve Fiber Layer Thinning, Palaiologos Alexopoulos, Arthur G Fernandes, Zeinab Ghassabi, Ronald Zambrano, Anse Vellappally, Eitan Shemuelian, Tingfang Lee, Jiyuan Hu, Armando Burgos-Rodriguez, Melween I Martinez, Joel S. Schuman, Amanda D Melin, James P Higham, John Danias, Gadi Wollstein

Wills Eye Hospital Papers

PURPOSE: The lamina cribrosa (LC) is hypothesized to be the site of initial axonal damage in glaucoma with the circumpapillary retinal nerve fiber layer thickness (RNFL-T) widely used as a standard metric for quantifying the glaucomatous damage. The purpose of this study was to determine in vivo, 3-dimensional (3D) differences in the microstructure of the LC in eyes of nonhuman primates (NHPs) with naturally occurring glaucoma.

METHODS: Spectral-domain optical coherence tomography (OCT) scans (Leica, Chicago, IL, USA) of the optic nerve head were acquired from a colony of 50 adult rhesus monkeys suspected of having high prevalence of glaucoma. The …

Transorbital Alternating Current Stimulation In A Double-Masked Randomized Clinical Trial: Visual Functional Effect And Quality Of Life, Maria De Los Angeles Ramos Cadena, Ashley Sohn, Heather Livengood, Ting-Fang Lee, Batsheva Rubin, Jiyuan Hu, Bernhard A. Sabel, Rachel Matayev, Joseph Panarelli, Gadi Wollstein, Joel S. Schuman

Wills Eye Hospital Papers

PURPOSE: To determine the efficacy and safety of repetitive transorbital alternating current stimulation (rtACS) treatment by assessing vision-related quality of life and visual function outcome in subjects treated with rtACS versus sham-control.

STUDY DESIGN: Double masked, randomized, sham-controlled clinical trial (NCT03188042).

SUBJECTS: Sixteen subjects with moderate-to-advanced glaucoma (visual field [VF] mean deviation [MD] ≤-6.00 decibels) randomized into sham (9 subjects) or rtACS intervention (7 subjects) groups.

METHODS: Subjects underwent 10 rtACS sessions over 2 weeks. All subjects had comprehensive ocular examination at baseline, 1-week, and 4-weeks posttreatment.

MAIN OUTCOME MEASURES: Visual acuity (VA), contrast sensitivity (CS), VF MD, number of …

Emergency Department Slit Lamp Interdisciplinary Training Via Longitudinal Assessment In Medical Practice, Samara Hamou, Shayan Ghiaee, Christine Chung, Maureen Lloyd, Kelly Khem, Xiao Zhang

Department of Emergency Medicine Faculty Papers

INTRODUCTION: Eye emergencies make up nearly 3% of US emergency department (ED) visits. While emergency physicians (EP) should diagnose and treat these ophthalmologic emergencies, many trainees report limited ocular exposure and insufficient training throughout their residency to confidently conduct a thorough slit-lamp exam.

METHODS: We created an interdisciplinary, simulation-based mastery learning (SBML) curriculum to teach emergency attending physicians how to operate the slit lamp with multimodal learning methodology at a tertiary academic center. The EPs first demonstrate their initial slit-lamp competency with a 20-item checklist, and they then review the necessary curricular content to pass their independent readiness test before …

Minocycline-Induced Retinal Pigment Epithelium Hyperpigmentation Masquerading As Age-Related Macular Degeneration: Case Presentation And Proposed Mechanism, Michael D. Yu, Nikhil Bommakanti, Yoshihiro Yonekawa, Jose S. Pulido

Wills Eye Hospital Papers

PURPOSE: We describe the case of an 80-year-old man with bilateral minocycline-induced retinal pigment epithelium (RPE) hyperpigmentation, which initially masqueraded as AMD. Secondarily, using multimodal imaging features, we propose a mechanism for the development of minocycline-induced RPE hyperpigmentation.

OBSERVATIONS: The patient was referred with concern for AMD given the presence of macular drusenoid deposits on optical coherence tomography. However, funduscopic evaluation showed dense granular parafoveal hyperpigmentation, with a diffuse slate-colored hyperpigmentation throughout the peripheral fundus. Short-wavelength fundus autofluorescence of the macula disclosed no irregularities (as would be expected with drusen) while on near-infrared reflectance (NIR) imaging, numerous hyperreflective foci were …

Immunoregulatory Properties Of Immune Cells That Associate With The Lens Capsule Surface During Acute And Resolution Phases Of Experimental Autoimmune Uveitis, Phuong M. Le, Mary J. Mattapallil, Rachel R. Caspi, Mary Ann Stepp, A. Sue Menko

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Inflammation in the eye is tightly regulated to prevent vision impairment and irreversible blindness. Emerging evidence shows that immune cells are specifically recruited to the lens capsule in response to autoimmune uveitis, yet the potential that they have a role in regulating this inflammatory disease remained unexplored. Here, an immunolocalization approach combined with high-resolution confocal microscopy was used to investigate whether the immune cells that become stably associated with the lens capsule in the eyes of C57BL/6J mice with experimental autoimmune uveitis (EAU) have an immunoregulatory phenotype. These studies revealed that during the acute phase of uveitis, at day 18 …

Pediatric Open-Globe Injury: Current Perspectives, Surgical Principles, And Literature Review, Jovi C. Y. Wong, Yoshihiro Yonekawa

Wills Eye Hospital Papers

Open-globe injury (OGI), referring to the full-thickness violation of the eye wall, is a severe consequence of ocular trauma which can lead to permanent vision loss. Here, we review the current literature on pediatric OGI including a focused review of studies published in the past 10 years. Scoring systems for final visual prognosis, important aspects of clinical examination, and imaging at the point of care are discussed. We furthermore provide an overview of primary and secondary surgical management of the initial OGI and sequelae. Amblyopia management differentiates pediatric from adult visual rehabilitation following OGI, and we discuss the current state-of-the-art …

Transformer-Based Deep Learning Prediction Of 10-Degree Humphrey Visual Field Tests From 24-Degree Data, Min Shi, Anagha Lokhande, Yu Tian, Yan Luo, Mohammad Eslami, Saber Kazeminasab, Tobias Elze, Lucy Shen, Louis Pasquale, Sarah Wellik, Carlos Gustavo De Moraes, Jonathan Myers, Nazlee Zebardast, David Friedman, Michael Boland, Mengyu Wang

Wills Eye Hospital Papers

PURPOSE: To predict 10-2 Humphrey visual fields (VFs) from 24-2 VFs and associated non-total deviation features using deep learning.

METHODS: We included 5189 reliable 24-2 and 10-2 VF pairs from 2236 patients, and 28,409 reliable pairs of macular OCT scans and 24-2 VF from 19,527 eyes of 11,560 patients. We developed a transformer-based deep learning model using 52 total deviation values and nine VF test features to predict 68 10-2 total deviation values. The mean absolute error, root mean square error, and the R2 were evaluation metrics. We further evaluated whether the predicted 10-2 VFs can improve the structure-function relationship …

Impact Of Tumor Pigmentation In 6934 Patients With Uveal Melanoma At A Single Center, Samuel Goldstein, Ferris Bayasi, George Thomas, Matthew Barke, Michael Nguyen, Samantha Pastore, Carol Shields

Wills Eye Hospital Papers

Purpose: To evaluate clinical features and outcomes associated with degree of tumor pigmentation in patients with uveal melanoma (UM) of the choroid and ciliary body. Design: Retrospective observational study. Subjects: Six thousand nine hundred thirty-four consecutive patients with choroidal or ciliary body melanoma between 1971 and 2007 from a single ocular oncology center. Methods: Data on patient demographics, tumor characteristics, treatment approach, and clinical outcomes were collected. Comparisons between pigmented (>80% pigmentation by surface area), partially pigmented (20%–80%), and nonpigmented tumors (<20%) were performed using relevant hypothesis testing. Survival analyses for metastasis and melanoma-related death were conducted using the Kaplan–Meier method with log-rank tests for univariate comparisons. A multivariate Cox regression analysis was performed to assess the independent effects of multiple covariates on time-to-metastasis. Main Outcome Measures: Extraocular extension, ocular melanocytosis, time to tumor recurrence, tumor location, and melanoma-related metastasis and death. Results: There were 6934 eyes with UM and the degree of tumor pigmentation was classified as pigmented (n = 3762; 54%), partially pigmented (n = 2115; 31%), or nonpigmented (n = 1057; 15%). Pigmented UM was associated with extraocular extension (P < 0.001), ocular melanocytosis (P = 0.003), earlier tumor recurrence (P < 0.001), and more anterior tumor epicenter location (ciliary body, and equator to ora serrata) (P < 0.001). Pigmented UMs also exhibited the highest 10-year metastasis rate at 26%, compared with 19% for partially pigmented UMs and 16% for nonpigmented UMs (P < 0.001). Kaplan–Meier survival curves demonstrated differences among the tumor pigmentation groups for melanoma-related metastasis (P < 0.001) and melanoma-related death (P < 0.001). Multivariate Cox regression analysis for melanoma-related metastasis showed that pigmented UMs had a 29% higher relative risk of developing metastasis compared with partially pigmented UMs (P = 0.002) and a 54% higher relative risk of developing metastasis compared with nonpigmented UMs (P < 0.001). Conclusions: Pigmented choroidal and ciliary body melanoma is more often associated with ocular melanocytosis, extraocular extension, anterior tumor epicenter, and earlier tumor recurrence. We also revealed that patients with pigmented UMs demonstrate a higher 10-year rate of metastatic disease and have decreased metastatic survival relative to partially pigmented and nonpigmented UMs. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Predicting Choroidal Nevus Transformation To Melanoma Using Machine Learning, Prashant D. Tailor, Piotr K. Kopinski, Haley S. D'Souza, David A. Leske, Timothy W. Olsen, Carol L. Shields, Jerry A. Shields, Lauren A. Dalvin

Wills Eye Hospital Papers

PURPOSE: To develop and validate machine learning (ML) models to predict choroidal nevus transformation to melanoma based on multimodal imaging at initial presentation.

DESIGN: Retrospective multicenter study.

PARTICIPANTS: Patients diagnosed with choroidal nevus on the Ocular Oncology Service at Wills Eye Hospital (2007-2017) or Mayo Clinic Rochester (2015-2023).

METHODS: Multimodal imaging was obtained, including fundus photography, fundus autofluorescence, spectral domain OCT, and B-scan ultrasonography. Machine learning models were created (XGBoost, LGBM, Random Forest, Extra Tree) and optimized for area under receiver operating characteristic curve (AUROC). The Wills Eye Hospital cohort was used for training and testing (80% training-20% testing) with …

Contributions Of Brain Microstructures And Metabolism To Visual Field Loss Patterns In Glaucoma Using Archetypal And Information Gain Analyses, Yueyin Pang, Ji Won Bang, Anisha Kasi, Jeremy Li, Carlos Parra, Els Fieremans, Gadi Wollstein, Joel S. Schuman, Mengyu Wang, Kevin C Chan

Wills Eye Hospital Papers

PURPOSE: To investigate the contributions of the microstructural and metabolic brain environment to glaucoma and their association with visual field (VF) loss patterns by using advanced diffusion magnetic resonance imaging (dMRI), proton magnetic resonance spectroscopy (MRS), and clinical ophthalmic measures.

METHODS: Sixty-nine glaucoma and healthy subjects underwent dMRI and/or MRS at 3 Tesla. Ophthalmic data were collected from VF perimetry and optical coherence tomography. dMRI parameters of microstructural integrity in the optic radiation and MRS-derived neurochemical levels in the visual cortex were compared among early glaucoma, advanced glaucoma, and healthy controls. Multivariate regression was used to correlate neuroimaging metrics with …

Wide-Field Optical Coherence Tomography Imaging Improves Rate Of Change Detection In Progressing Glaucomatous Eyes Compared With Standard-Field Imaging, Christopher Bowd, Akram Belghith, Jasmin Rezapour, Jost B. Jonas, Leslie Hyman, Robert N. Weinreb, Linda M. Zangwill

Wills Eye Hospital Papers

PURPOSE: To compare rates of retinal nerve fiber layer change over time in healthy, eyes with nonprogressing glaucoma and eyes with progressing glaucoma using single wide-field (SWF) and optic nerve head (ONH) cube scan optical coherence tomography (OCT) images.

METHODS: Forty-five eyes of 25 healthy individuals and 263 eyes of 161 glaucoma patients from the Diagnostic Innovations in Glaucoma Study were included. All eyes underwent 24-2 visual field testing and OCT (Spectralis SD-OCT) ONH and macular imaging. SWF images (up to 43° × 28°) were created by stitching together ONH cube scans centered on the optic disc and macular cube …

A Comparison Of Icare And Goldmann Applanation Tonometry Measurements During The Covid-19 Pandemic: A Retrospective Study, Shreya Swaminathan, Amber M. Kisielewski, M. Hossein Nowroozzadeh, Shahin Hallaj, Daniel Lee, Natasha N. Kolomeyer, Jonathan S. Myers, Reza Razeghinejad

Wills Eye Hospital Papers

PURPOSE: To evaluate factors associated with differences in intraocular pressure (IOP) readings between iCare and Goldmann applanation tonometry (GAT) in established glaucoma patients.

METHODS: This retrospective comparative study included clinical data of 350 eyes from 350 established glaucoma patients who had iCare and GAT IOP measured by an ophthalmic technician and a glaucoma specialist, respectively. The main outcome measure was the difference in IOP measurements of the right eyes with iCare and GAT.

RESULTS: The intraclass correlation coefficient (ICC) between GAT and iCare was 0.90. The mean IOP difference between tonometers was - 0.18 ± 2.89 mmHg. Bland-Altman plots indicated …

Clearing The Light Path: Proteoglycans And Their Important Roles In The Lens And Cornea, Mary Ann Stepp, A. Sue Menko

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Some of the earliest studies of glycans were performed on mammalian corneas and lenses with many of the key concepts we currently recognize as being fundamental to our understanding of basic cell biology arising from these studies. Proteoglycans and their GAG side chains are essential components of the ECM of the lens capsule. They also are present in the anterior corneal epithelial basement membrane and the posterior (Decemet's) basement membrane, and they organize collagen fiber diameters and spacing in the corneal stroma to maintain stromal clarity. Studies using genetically engineered mice and characterization of spontaneously arising mutations in genes controlling …

Identification And Management Of Exposure Keratopathy In The Critical Care Setting, Susanna Betti, Harrison Bell, Erika Yoo, David Oxman

Health Equity and Quality Improvement (HEQI) Summit

Background

- Exposure keratopathy (EK) refers to corneal damage and ocular epithelial breakdown.

- It can result from prolonged exposure of the eye to the outside environment, often from incomplete eyelid closure or tear film defect.

- Increasingly common in critical care settings, up to 60%

• Mechanical ventilation, sedation, paralysis
• Medications (neuromuscular blockade)
• Impaired blink reflex, reduced tear production
• Fluid imbalance, increased vascular permeability

- Complications include corneal scarring, perforation, and blindness.

- Current recommendations: scheduled artificial tears with nightly lubricating ointment, tarsorrhaphy to close lids

Retinal Dystrophies Associated With Peripherin-2: Genetic Spectrum And Novel Clinical Observations In 241 Patients, Rachael C. Heath Jeffery, Jennifer A. Thompson, Johnny Lo, Enid S. Chelva, Sean Armstrong, Jose S. Pulido, Rebecca Procopio, Andrea L. Vincent, Lorenzo Bianco, Maurizio Battaglia Parodi, Lucia Ziccardi, Giulio Antonelli, Lucilla Barbano, João P. Marques, Sara Geada, Ana L. Carvalho, Wei C. Tang, Choi M. Chan, Camiel J. F. Boon, Jonathan Hensman, Ta-Ching Chen, Chien-Yu Lin, Pei-Lung Chen, Ajoy Vincent, Anupreet Tumber, Elise Heon, John R. Grigg, Robyn V. Jamieson, Elisa E. Cornish, Benjamin M. Nash, Shyamanga Borooah, Lauren N. Ayton, Alexis Ceecee Britten-Jones, Thomas L. Edwards, Jonathan B. Ruddle, Abhishek Sharma, Rowan G. Porter, Tina M. Lamey, Terri L. Mclaren, Samuel Mclenachan, Danial Roshandel, Fred K. Chen

Wills Eye Hospital Papers

PURPOSE: To describe the clinical, electrophysiological and genetic spectrum of inherited retinal diseases associated with variants in the PRPH2 gene.

METHODS: A total of 241 patients from 168 families across 15 sites in 9 countries with pathogenic or likely pathogenic variants in PRPH2 were included. Records were reviewed for age at symptom onset, visual acuity, full-field ERG, fundus colour photography, fundus autofluorescence (FAF), and SD-OCT. Images were graded into six phenotypes. Statistical analyses were performed to determine genotype-phenotype correlations.

RESULTS: The median age at symptom onset was 40 years (range, 4-78 years). FAF phenotypes included normal (5%), butterfly pattern dystrophy, …

Outcomes Of Infectious Panuveitis Associated With Simultaneous Multi-Positive Ocular Fluid Polymerase Chain Reaction, Viet Q. Chau, John W. Hinkle, Chris Y. Wu, Parastou Pakravan, Vincent Volante, Jesse D. Sengillo, Patrick C. Staropoli, Darlene Miller, Nicolas A. Yannuzzi, Thomas A. Albini

Wills Eye Hospital Papers

PURPOSE: To evaluate features of infectious panuveitis associated with multiple pathogens detected by ocular fluid sampling.

METHODS: Single-center, retrospective, consecutive case series of patients with aqueous/vitreous polymerase chain reaction testing with >1 positive result in a single sample from 2001 to 2021.

RESULTS: Of 1,588 polymerase chain reaction samples, 28 (1.76%) were positive for two pathogens. Most common pathogens were cytomegalovirus (n = 16, 57.1%) and Epstein-Barr virus (n = 13, 46.4%), followed by varicella zoster virus (n = 8, 28.6%), Toxoplasma gondii (n = 6, 21.4%), herpes simplex virus 2 (n = 6, 21.4%), herpes simplex virus 1 (n …

Cavernous Wonders: Delving Into Cavernous Sinus Syndrome In Neuro-Ophthalmology, Anza Rizvi, Ba

inSIGHT

Cavernous sinus syndrome (CSS) is any disease process that affects the cavernous sinus. This syndrome is marked by a complex interplay of neurovascular symptoms, primarily due to the compression or dysfunction of the cranial nerves that traverse the cavernous sinus. Understanding the intricate details of this syndrome is critical to providing optimal care and improving patient outcomes.

Seeing Clearly: A Bright Future With Light Adjustable Intraocular Lenses For Presbyopia, Shady Mina, Bs

inSIGHT

Presbyopia, or the age-related decline in the ability to focus on near objects, is a common vision disorder that affects 1.8 billion people globally, with this number expected to increase to 2.1 billion by 2030.^1-4 A diminished accommodation response is the primary cause of presbyopia.¹ The eye has a very complex accommodation mechanism that permits people to distinctly see objects from various distances.^1,3 Even though the precise mechanism of accommodation is yet to be determined, the current evidence strongly supports Helmholtz’s theory, which claims that the thickness and curvature of the eye’s lens increase while its diameter …

Medical Missions, Ethical Considerations And The Future For Healthcare Delivery In Ophthalmology, Robert Medina, Ba

inSIGHT

Beginning hundreds of years ago, priests from Europe embarked on ‘medical missions’ with the goals of delivering care to the body, mind, and soul. Hundreds of years later, members of the United States healthcare system set out on humanitarian medical missions to provide medical assistance to communities in developing countries.¹ The concept of providing care internationally as a product of global social responsibility has become engrained in the United States healthcare system, and is popular among providers, trainees, and pre-medical students. In 2023, 21.8% (n = 3264) of matriculating medical students reported participating in international volunteer work, while 7.0% …

Chronic Progressive External Ophthalmoplegia, Bahram Pashaee, Mph, Bs

inSIGHT

Chronic progressive external ophthalmoplegia is an inherited or sporadic form of dystrophy that preferentially affects the extraocular muscles of the eye. While this dystrophy can manifest systemically, the extraocular muscles are commonly involved due to their constant metabolic demands and vulnerability to oxidative stress.¹ This preferential involvement of the eyelid levator muscle and extraocular muscles makes CPEO an important condition to consider in a differential diagnosis for eyelid asymmetry and double vision among other conditions such as myasthenia gravis, thyroid-associated ophthalmoplegia, and other mitochondrial myopathies.² This dystrophy tends to occur in the third or fourth decade of life. …

Macular Holes: Diagnosis, Treatment, And Complications, Ayra Khan, Bs

inSIGHT

Macular hole is a condition that affects the central visual field of the eye. Without prompt diagnosis and intervention, macular holes can progressively worsen, significantly impacting both vision and overall quality of life.

Cmv Retinitis: An Expert’S Perspective, Caitlyn Kwun, Ba

inSIGHT

Uveitis is a rare inflammatory disease with a prevalence of around 38 per 100,000 people and is the overall 5th leading cause of blindness in the developed world.^1,2 Uveitis is most commonly found in patients younger than 40 years of age, but it can occur in any age group with an etiology that varies within each age demographic.^1,3 While the etiology of certain forms of uveitis are not fully understood, there are some that are autoimmune in nature and others that are associated with systemic diseases such as sarcoidosis.⁴ Uveitis may be inflammatory or infectious. It may …

Bridging The Global Gap Of Blindness Through Artificial Intelligence - Exploring The Tools Of Ai To Address The Top Causes Of Blindness In Under-Resourced Communities Worldwide, Nathan Delacth, Bs

inSIGHT

Technological advancements have allowed us to submerge in a sea of innovation and excellence in medicine. Electronic health records transformed the healthcare landscape, improving portability of patient information while streamlining communication and fostering collaboration.¹ Imaging technologies, such as magnetic resonance imaging (MRI) and Optical computed tomography (OCT), granted us the ability to view internal structures using non-invasive methods. In a similar vein, artificial intelligence (AI) has emerged as an impactful force in various fields of medicine, and its influence on ophthalmology is no exception.

Evolution Of Lamellar Keratoplasty, Ishan Kasat, Bs

inSIGHT

Overview of Keratoplasty The evolution of corneal transplantation, or keratoplasty, has seen a paradigm shift from traditional penetrating keratoplasty (PKP) to the refined precision of lamellar keratoplasty (LK). Penetrating, or full thickness, keratoplasty is a replacement of all corneal layers: epithelium, Bowman's layer, stroma, Descemet's membrane, and endothelium.¹ Lamellar, or partial thickness, keratoplasty involves replacement of either epithelium and stroma (anterior lamellar) or Descemet’s membrane and endothelium (posterior lamellar).² From 1985 to 2004, over 95% of graft tissues were used for PKP. However, from 2005 to 2014, the percentage of PKP procedures decreased from 95% to 42%, while …

The Myopia Epidemic: Exploring The Pathology And Management Of The World’S Most Common Eye Disorder, Gabriella Baldassarre, Bs

inSIGHT

Myopia is the most common eye disorder in the world and an increasing cause of vision impairment in children.¹ Myopia is an imbalance in the refractive components of the eye and its length, leading to inaccurate focusing of light rays in front of the retina tissue instead of on it. There is a spectrum of severity of myopia, from mild nearsightedness to a more severe form known as high or degenerative myopia, which has the potential to cause vision loss and blindness. There is evidence of a developing myopia epidemic, with an estimated one-third of the world population affected …

Insight, Volume 4, Issue 1, 2024

inSIGHT

Contents

8 - The Myopia Epidemic: Exploring the Pathology and Management of the World’s Most Common Eye Disorder
By Gabriella Baldassare

15 - Evolution of Lamellar Keratoplasty
By Ishan Kasat

19 - Bridging the Global Gap of Blindness Through Artificial Intelligence
By Nathan Delacth

24 - CMV Retinitis: An Expert’s Perspective
By Caitlyn Kwun

29 - Macular Holes: Diagnosis, Treatment, and Complications
By Ayra Khan

36 - Chronic Progressive External Ophthalmoplegia
By Bahram Pashaee

39 - Medical Missions, Ethical Considerations, and the Future for Healthcare Delivery in Ophthalmology
By Robert Medina

43 - Shaping the Future of Vision: The Rise …

Deep-Learning-Based Group Pointwise Spatial Mapping Of Structure To Function In Glaucoma, Zhiqi Chen, Hiroshi Ishikawa, Yao Wang, Gadi Wollstein, Joel Schuman

Wills Eye Hospital Papers

PURPOSE: To establish generalizable pointwise spatial relationship between structure and function through occlusion analysis of a deep-learning (DL) model for predicting the visual field (VF) sensitivities from 3-dimensional (3D) OCT scan.

DESIGN: Retrospective cross-sectional study.

PARTICIPANTS: A total of 2151 eyes from 1129 patients.

METHODS: A DL model was trained to predict 52 VF sensitivities of 24-2 standard automated perimetry from 3D spectral-domain OCT images of the optic nerve head (ONH) with 12 915 OCT-VF pairs. Using occlusion analysis, the contribution of each individual cube covering a 240 × 240 × 31.25 μm region of the ONH to the model's …

Ic3d Classification Of Corneal Dystrophies-Edition 3, Jayne Weiss, Christopher Rapuano, Berthold Seitz, Massimo Busin, Tero Kivelä, Nacim Bouheraoua, Cecilie Bredrup, Ken Nischal, Harshvardhan Chawla, Vincent Borderie, Kenneth Kenyon, Eung Kweon Kim, Hans Ulrik Møller, Francis Munier, Tim Berger, Walter Lisch

Wills Eye Hospital Papers

PURPOSE: The International Committee for the Classification of Corneal Dystrophies (IC3D) was created in 2005 to develop a new classification system integrating current information on phenotype, histopathology, and genetic analysis. This update is the third edition of the IC3D nomenclature.

METHODS: Peer-reviewed publications from 2014 to 2023 were evaluated. The new information was used to update the anatomic classification and each of the 22 standardized templates including the level of evidence for being a corneal dystrophy [from category 1 (most evidence) to category 4 (least evidence)].

RESULTS: Epithelial recurrent erosion dystrophies now include epithelial recurrent erosion dystrophy, category 1 ( …

Sans-Cnn: An Automated Machine Learning Technique For Spaceflight Associated Neuro-Ocular Syndrome With Astronaut Imaging Data, Sharif Amit Kamran, Khondker Fariha Hossain, Joshua Ong, Nasif Zaman, Ethan Waisberg, Phani Paladugu, Andrew Lee, Alireza Tavakkoli

SKMC Student Presentations and Publications

Spaceflight associated neuro-ocular syndrome (SANS) is one of the largest physiologic barriers to spaceflight and requires evaluation and mitigation for future planetary missions. As the spaceflight environment is a clinically limited environment, the purpose of this research is to provide automated, early detection and prognosis of SANS with a machine learning model trained and validated on astronaut SANS optical coherence tomography (OCT) images. In this study, we present a lightweight convolutional neural network (CNN) incorporating an EfficientNet encoder for detecting SANS from OCT images titled "SANS-CNN." We used 6303 OCT B-scan images for training/validation (80%/20% split) and 945 for testing …

Strabismus Management In Retinoblastoma Survivors, Babak Masoomian, Carol L. Shields, Hamid Riazi Esfahani, Atefeh Khalili, Fariba Ghassemi, Pukhraj Rishi, Mohammad Reza Akbari, Masoud Khorrami-Nejad

Wills Eye Hospital Papers

PURPOSE: To report the result of strabismus surgery in eye-salvaged retinoblastoma (Rb) patients.

METHODS: A retrospective case series including 18 patients with Rb and strabismus who underwent strabismus surgery after completing tumor treatment by a single pediatric ophthalmologist.

RESULTS: A total of 18 patients (10 females and 8 males) were included with a mean age of 13.3 ± 3.0 (range, 2-39) months at the time tumor presentation and 6.0 ± 1.5 (range, 4-9) years at the time of strabismus surgery. Ten (56%) patients had unilateral and 8(44%) had bilateral involvement and the most common worse eye tumor's group was D …