Optometry Commons^™

Artificial Intelligence-Assisted Retinal Imaging For Chronic Disease Detection, Prediction, And Screening, Shivani Gandhi

Master's Projects and Capstones

A retinal image may reveal more than eye disease; it may also show early signs of chronic illness elsewhere in the body. Diabetes, hypertension, cardiovascular disease, and chronic kidney disease can develop before symptoms become noticeable, making earlier detection an important public health goal. Advances in artificial intelligence have created new possibilities for using retinal images to identify patterns linked to these conditions. This scoping review examined how Artificial Intelligence -assisted retinal imaging has been used for chronic disease detection, prediction, and screening, along with the practical and health-equity factors that may influence its use.

To map the current evidence, …

Through The Eyes Of Time, Shaneece Prince, Steven Indelicato

Publications and Research

Frames have been a staple throughout history, however in recent times, a trend of having multiple pairs of glasses opposed to one, life lasting pair, has emerged. As a result, frames have piled up in landfills contributing to the polluting of our environment. Through the analysis of previously recorded studies and statistics, conclusions of the eyewear industry's growing impact on society and the planet were formed.

Millions of frames are in constant circulation, studies show that up to 31% of spectacle wearers out of a group of 375, disposed of their eyewear in the trash. The lifespan of popular eyewear …

Eye On The Prize: Expanding Student Awareness Of Optometry As A Profession, Lorena Flores-Hernandez

MedEd Teaching Certificate Program

The proposed Doctor of Optometry program at UTRGV has the potential to positively enhance the ocular health of our communities. Implementing an outreach program highlighting a career path in optometry will be essential for the future of eyecare in the Rio Grande Valley.

According to data from the US Bureau of Labor Statistics, the optometric workforce is projected to grow over the next decade. The increased demand for optometrists is related to multiple factors including an aging population with chronic diseases and a nationwide shortage of ophthalmology practitioners.

Nationally, the Optometry Gives Me Life campaign, launched by the Association of …

Enhancing Cataract Surgery Outcomes: Optimal Use Of Pre- And Post-Operative Eye Drops, Keith Skolnick M.D., Anu Valiaveedu

Mako: NSU Undergraduate Student Journal

Many preoperative and postoperative cataract patients struggle with comprehending the use of prescription medication as directed. Language barriers and low health literacy levels are major factors contributing to improper use of prescriptions. To increase patients comprehension, the Fort Lauderdale Eye Institute employed an educational intervention consisting of a live presentation and an instructional video. Results found that 44% of patients were hesitant to ask questions to clinical staff, 32% felt overwhelmed, and nearly 70% lacked confidence in using their prescribed eye drops. Following the intervention, 91% of patients reported increased confidence in their medications, and most indicated that the video …

Advanced Interactions Of Directed Energy With Retinal Pigment Epithelial Cells And Their Photochemical And Photothermal Responses, Jin B. Ha

Theses & Dissertations

Excess optical radiation can injure the retina through either rapid heat deposition (photothermal damage) or cumulative photo‑oxidative stress (photochemical damage), yet current laser‑safety limits treat these mechanisms as independent. To test that assumption, this dissertation integrated systematic wavelength, duration and temperature‑controlled laser exposures with live/dead fluorescence imaging in a melanin‑loaded hTERT‑RPE1 monolayer model. First, concurrent 447 nm (blue) and 2 µm (infra‑red) beams delivered for 200 s demonstrated a strong thermal–photochemical synergy: each beam alone was sub‑threshold (≤25 % lethality) but together produced 100 % RPE death without exceeding 50 °C, proving that modest heating markedly lowers the photon dose …

Childhood Myopia Part I: Contemporary Treatment Options., Safal Khanal Dr, Erin S. Tomiyama Dr, Síofra Harrington Dr

Articles

Abstract

Childhood myopia is a growing global public health concern. Treatments to control myopia are a priority because myopia, particularly high myopia, poses significant lifelong risks of vision loss from myopia-associated ocular pathologies. Intensive research efforts over the past two decades have led to the development of several effective strategies for controlling myopia in children: increased time outdoors, atropine eye drops, dual-focus and multifocal contact lenses, orthokeratology lenses, and specialized spectacle lenses. While the efficacy of these strategies is variable, evidence is growing regarding the potential benefits of applying these interventions in children with myopia, although none completely halt myopia …

Childhood Myopia Part Ii: Treatment Mechanisms, Emerging Options, And Considerations, Safal Khanal Dr, Erin S. Tomiyama Dr, Síofra Harrington Dr

Articles

Abstract

The rapidly increasing prevalence of myopia and its association with vision-threatening complications in later life has intensified efforts to identify treatments that can prevent the onset and slow the progression of myopia in children. These efforts have led to the development of several optical, environmental, and pharmacological myopia control treatments. Investigations of additional treatment options are ongoing and have shown great promise for clinical translation. Although significant progress has been made in identifying potential pathways and modes of action of these treatments, a complete mechanistic understanding is still lacking. This critical review article explores the potential mechanisms underlying the …

Guidelines For The Creation And Implementation Of A School-Based Vision Program For The Greater Seattle Area, Suzanna P. Gill

Honors Projects

Proper vision care contributes to a child’s ability to perform academically as well as their overall health and wellbeing. Pediatric vision care begins with vision screening, which occurs in public schools in Washington state. These vision screenings allow for possible vision issues to be identified in children. They are not, however, a replacement for eye examinations that help determine what is causing the problem and provide treatment. A substantial proportion of children that are recommended to receive the exams will not, partially because Washington does not require parents to take their children to eye care professionals. These children are more …

Optimising Non-Cycloplegic Screening Strategies For Early Detection Of Pre-Myopia And Myopia In Young Children, Síofra Harrington, Michael Moore, James Loughman, Ian Flitcroft, Veronica O'Dwyer

Articles

Purpose: Early detection of myopia is essential to delay its onset and progression. Pre-myopia, defined by an inadequate hyperopic reserve, increases myopia risk in childhood. However, effective screening methods remain limited. This study aimed to develop practical non-cycloplegic screening methods for pre-myopia and myopia in 6- to 7-year-olds to support earlier interventions.

Methods: This cross-sectional study of 621 Irish schoolchildren (mean age: 7.12 ± 0.45 years; 51.8% boys) assessed uncorrected distance visual acuity (UDVA). Cycloplegic spherical equivalent refraction (SER) classified refractive status (myopia: SER ≤ −0.50D; pre-myopia: SER > −0.50 ≤ 0.75D). Pre- and post-cycloplegic SER were measured using the Welch …

Refractive Error And Axial Length (Real) Study: Feasibility Of A Population Study In The United States, Sarah E. Singh Dr, Lisa A. Ostrin, Kristen Kerber Dr, Concepcion Cayle, Celia Gong Dr, Lal Barsha Dr, Ian Flitcroft, Síofra Harrington, James Loughman, Kathryn Saunders Prof, Fuensanta Vera-Diaz Dr

Articles

Myopia is the most common eye disease and a leading cause of blindness. A contemporary, large, and ethnically and geographically diverse study of ocular biometry and refractive error in children in the United States is needed to help better describe differences between myopic and nonmyopic eyes.

This is an initial cross-sectional report from the Refractive Error and Axial Length Growth Curve Study that includes ocular component data as a function of age, gender, and geographic location. This feasibility report will inform a planned larger longitudinal ocular growth study in children in the United States.

Cross-sectional data on children, ages 3 …

Semaglutide And Nonarteritic Anterior Ischemic Optic Neuropathy, Cindy X Cai, Michelle Hribar, Sally Baxter, Kerry Goetz, Swarup S Swaminathan, Alexis Flowers, Eric N Brown, Brian Toy, Benjamin Xu, John Chen, Aiyin Chen, Sophia Wang, Cecilia Lee, Theodore Leng, Joshua R Ehrlich, Andrew Barkmeier, Karen R Armbrust, Michael V Boland, David Dorr, Danielle Boyce, Thamir Alshammari, Joel Swerdel, Marc A Suchard, Martijn Schuemie, Fan Bu, Anthony G Sena, George Hripcsak, Akihiko Nishimura, Paul Nagy, Thomas Falconer, Scott L Duvall, Michael Matheny, Benjamin Viernes, William O'Brien, Linying Zhang, Benjamin Martin, Erik Westlund, Nestoras Mathioudakis, Ruochong Fan, Adam Wilcox, Albert Lai, Jacqueline C Stocking, Sahar Takkouche, Lok Hin Lee, Yangyiran Xie, Izabelle Humes, David B Mccoy, Mohammad Adibuzzaman, Raymond G Areaux, William Rojas-Carabali, James Brash, David A Lee, Nicole G Weiskopf, Louise Mawn, Rupesh Agrawal, Hannah Morgan-Cooper, Priya Desai, Patrick B Ryan

Faculty, Staff and Student Publications

Importance

Semaglutide, a glucagonlike peptide-1 receptor agonist (GLP-1RA), has recently been implicated in cases of nonarteritic anterior ischemic optic neuropathy (NAION), raising safety concerns in the treatment of type 2 diabetes (T2D).

Objective

To investigate the potential association between semaglutide and NAION in the Observational Health Data Sciences and Informatics (OHDSI) network.

Design, Setting, and Participants

This was a retrospective study across 14 databases (6 administrative claims and 8 electronic health records). Included were adults with T2D taking semaglutide, other GLP-1RA (dulaglutide, exenatide), or non–GLP-1RA medications (empagliflozin, sitagliptin, glipizide) from December 1, 2017, to December 31, 2023. The incidence proportion …

Fetal Brain-Derived Exosomal Mirnas From Maternal Blood: Potential Diagnostic Biomarkers For Fetal Alcohol Spectrum Disorders (Fasds), Nune Darbinian, Monica Hampe, Diana Martirosyan, Ahsun Bajwa, Armine Darbinyan, Nana Merabova, Gabriel Tatevosian, Laura Goetzl, Shohreh Amini, Michael E Selzer

Faculty, Staff and Student Publications

Fetal alcohol spectrum disorders (FASDs) are leading causes of neurodevelopmental disability but cannot be diagnosed early in utero. Because several microRNAs (miRNAs) are implicated in other neurological and neurodevelopmental disorders, the effects of EtOH exposure on the expression of these miRNAs and their target genes and pathways were assessed. In women who drank alcohol (EtOH) during pregnancy and non-drinking controls, matched individually for fetal sex and gestational age, the levels of miRNAs in fetal brain-derived exosomes (FB-Es) isolated from the mothers’ serum correlated well with the contents of the corresponding fetal brain tissues obtained after voluntary pregnancy termination. In six …

Results Of A Vosh Trip To Panama, Raelyn Ottenbreit Od, Aubrey Breithaupt Od, Allan Mccleary Od, Timothy Wingert Od, Emily Burnette Od

Optometric Clinical Practice

Background: Optometric services in many parts of the world are unavailable, or when available, limited to those individuals who have the resources and proximity to gain access to them. Recognizing this disparity in availability of eyecare services, teams from developed countries have been volunteering to provide eyecare in these areas with such a need for many years. Over time, these groups have also adopted a mission of enhancing the local infrastructure to create long-term improvement. Method: All records from a VOSH clinical trip to Panama were retrospectively analyzed to determine the prevalence of ocular conditions diagnosed. Results: As expected, the …

Eye Infection Risks From Pseudomonas Aeruginosa Via Hand Soap And Eye Drops, Anna Gitter, Kristina D Mena, Karla S Mendez, Fuqing Wu, Charles P Gerba

Faculty, Staff and Student Publications

Eye infections from bacterial contamination of bulk-refillable liquid soap dispensers and artificial tear eye drops continue to occur, resulting in adverse health outcomes that include impaired vision or eye enucleation. Pseudomonas aeruginosa (P. aeruginosa), a common cause of eye infections, can grow in eye drop containers and refillable soap dispensers to high numbers. To assess the risk of eye infection, a quantitative microbial risk assessment for P. aeruginosa was conducted to predict the probability of an eye infection for two potential exposure scenarios: (i) individuals using bacteria-contaminated eye drops and (ii) contact lens wearers washing their hands with …

High Clinical Exome Sequencing Diagnostic Rates And Novel Phenotypic Expansions For Nonisolated Microphthalmia, Anophthalmia, And Coloboma, Bhavana Kunisetty, Bailey A Martin-Giacalone, Xiaonan Zhao, Pamela N Luna, Brian P Brooks, Robert B Hufnagel, Chad A Shaw, Jill A Rosenfeld, A J Agopian, Philip J Lupo, Daryl A Scott

Faculty, Staff and Student Publications

PURPOSE: A molecular diagnosis is only made in a subset of individuals with nonisolated microphthalmia, anophthalmia, and coloboma (MAC). This may be due to underutilization of clinical (whole) exome sequencing (cES) and an incomplete understanding of the genes that cause MAC. The purpose of this study is to determine the efficacy of cES in cases of nonisolated MAC and to identify new MAC phenotypic expansions.

METHODS: We determined the efficacy of cES in 189 individuals with nonisolated MAC. We then used cES data, a validated machine learning algorithm, and previously published expression data, case reports, and animal models to determine …

Exploring The Impact Of Caffeine, Alcohol, And Opioids On Intraocular Pressure: A Comprehensive Analysis Of Short-Term And Long-Term Effects On Vision, Jake Prieto

CMC Senior Theses

Coffee, alcohol, and opioids are addictive drugs commonly used in modern society, yet their impact on ocular health remains ambiguous. This systematic review aims to elucidate this ambiguity by examining their effects on intraocular pressure (IOP). Utilizing IOP as a metric, both short-term and long-term effects are evaluated across individuals with irregular IOP levels and healthy subjects. Furthermore, the study analyzes choroidal thickness as an additional measure to reinforce or challenge the findings regarding IOP, leveraging the inverse relationship between the two metrics concerning elevated IOP-related illnesses, such as open-angle glaucoma (OAG).

A comprehensive literature search was performed through Google …

Lyme Disease Neuroretinitis: A Case Report And Review Of Immunologic Workup, Michael Wingard, Od, Jeffery Curry, Od, Jeffrey L. Weaver, Od, Ms

Optometric Clinical Practice

Background: Lyme disease is an infection caused by a bacterial spirochete of the borrelia genus. The human vector is from a tick bite by an infected tick of the ixodes genus, commonly referred to as the deer tick or black legged tick. The incidence of Lyme disease is increasing in the United States. Once infected, Lyme disease manifestations usually depend on the stage of infection with late stage infection often causing debilitating illness.¹

Case Report: Neuroborreliosis refers to borrelia, causing neurological infection and can occur as acute or late manifestation of Lyme disease. Neuroretinitis is a rare …

The Association Between Time Spent On Screens And Reading With Myopia, Premyopia And Ocular Biometric And Anthropometric Measures In 6- To 7-Year-Old Schoolchildren In Ireland, Síofra Harrington, Veronica O'Dwyer

Articles

Purpose More time spent on near tasks has consistently been associated with the promotion of myopia. The World Health Organization advises limiting daily screentime to less than 2 h for children aged five and over. This study explored the relationship between time spent on screens and reading/writing with refractive status, ocular biometric and anthropometric factors in 6-to 7-year- olds in Ireland.

Methods Participants were 723 schoolchildren (377 boys [51.8%]), mean age 7.08 (0.45) years. The examination included cycloplegic autorefraction (1% cyclopentolate hydrochloride), ocular biometry (Zeiss IOLMaster), height (cm) and weight (kg). Screentime and reading/writing time were reported by parents/legal guardians …

Vitamin C Contributes To Epigenetic Regulation Of Genes Related To Diabetic Retinopathy In Retinal Endothelial Cells, Elizabeth L. Turner, Jonathon Reynolds, Walker Kay, Marianne Becnel, Matthew Conway, Alexander Kim, John A. Kriak, Kyle B. Bills, David W. Sant

Annual Research Symposium

No abstract provided.

Review Of Recent Advances In Photosensitive Polymer Materials And Requirements For Transmission Diffractive Optical Elements For Led Light Sources, Michael Murray, Izabela Naydenova, Suzanne Martin

Articles

Scattered light from outdoor LED sources is a major contributor to blue-spectrum light pollution which negatively impacts ecology and public health. Volume holographic diffractive optical elements (DOEs), made with low-cost photosensitive polymers, are proposed as a technological solution that can minimise this scattering. This review examines requirements needed for efficient operation of transmission-format DOEs with LEDs and implications for material choices. For such DOEs to have a single diffraction order and high efficiency there is a corresponding range of acceptable Δn. A survey of materials also found that many current materials satisfy the Δn requirements for single-element DOEs. It is …

Visual Factors Associated With Physical Activity In Schoolchildren, Síofra Harrington, John Kearney Prof, Veronica O'Dwyer Dr

Articles

Clinical relevance Physical activity is an essential part of childhood physical and mental development. Recent research identified visual problems associated with a sedentary lifestyle in children in Ireland.

Background This study explored the association between visual function in children and their engagement with physical activities outside school.

Methods Participants were 1,626 schoolchildren (728 aged 6–7 years, 898 old 12–13 years) in randomly selected schools in Ireland. Before data collection, parents/legal guardians of participants completed a standardised questionnaire reporting physical activity as no activity (mostly on screens), light activity (occasional walking/cycling), moderate activity (/week engaged in sports), or regular activity ( …

Effect Of The Covid-19 Pandemic Lockdown On The Management Of Diabetic Retinopathy: A Cross-Sectional Study, Vaishali Prajapati, Krishna Shah, Dhruvi Shah, Mayur B Wanjari, Deepika Singhal

Faculty, Staff and Students Publications

Introduction Worldwide, diabetic retinopathy (DR) is one of the leading causes of vision loss. Early treatment and screening for DR have a major role in reducing the rate of the disease and the coronavirus disease 2019 (COVID-19) pandemic-related restrictions have altered real-world practice patterns in managing DR. Aims and objectives To evaluate the impact of the COVID-19 pandemic on the management of DR amongst patients presenting to a tertiary eye care center in Gujarat, India. Methods This is a cross-sectional study comparison of ophthalmic findings of 72 patients who presented to a tertiary care hospital with the manifestation of DR …

Impact Of Coronavirus Disease 2019 Restrictions On Retinal Detachment: A Multicenter Experience, Jesse J Jung, Jonathan S Chang, Patrick R Oellers, Mohsin H Ali, Brian K Do, Joseph J Tseng, Roberto Roizenblatt, Rajeev H Muni, Christina Y Weng, Zackery B Oakey, Sean W Tsao, Soraya Rofagha, Xavier Chan, Quan V Hoang

Faculty, Staff and Students Publications

In this retrospective, multicenter study of 261 eyes (259 patients), patients who underwent rhegmatogenous retinal detachment repair during the coronavirus disease 2019 (COVID-19) post-lockdown period experienced an additional 22-day delay, leading to significantly more epiretinal membrane and proliferative vitreoretinopathy and lower single-surgery anatomic success rates. During lockdown, perfluoropropane gas was used more commonly, and pneumatic retinopexy was used more commonly in COVID-19-positive patients.

Impact Of The Covid-19 Pandemic On Visual Outcomes Of Diabetic Macular Edema Patients At A Tertiary Care Veterans Affairs Center, Philip Zhou, Jie Gao, Xiaofan Huang, Kristen A Staggers, Kristin Biggerstaff, Silvia Orengo-Nania, Roomasa Channa

Faculty, Staff and Students Publications

PURPOSE: There are limited studies on factors that impacted retina clinic patient outcomes during the COVID-19 pandemic. We aimed to evaluate visual and anatomic outcomes in patients with diabetic macular edema (DME) requiring anti-VEGF injections at the veterans' affairs tertiary care eye clinic in Houston, TX.

METHODS: Patient volume from April 2020 was compared to that of April 2019 to determine attendance changes. To evaluate outcomes, we reviewed patients with DME who had scheduled appointments during April 2020. We tracked changes in central foveal thickness (CFT) and Snellen visual acuity (VA) measurements. Patient outcomes were classified as poor (defined as …

Importance Of Optometric Practices, Nikhita Jacob

Honors Projects

This research examines what effect education has on people’s decision-making. More specifically, whether better education leads to better decisions and health outcomes, and why that is important for optometry. Every decision someone makes depends on some type of information, whether it is heard, read about, watched, or experienced. The more information someone has, the more confident someone can be in the decisions they make. Access to information and to education, whether it is through school, libraries, or news channels, is not always equal. It is important that people are informed about subjects as important as their health, by those who …

Understanding Blue Light Retinal Damages And The Methods Of Prevention, Amelia Lee

Senior Honors Theses

Light emitting diode (LED) lights that comprise television screens, phone displays, laptops, and tablets have been studied by scientists in order to understand the implications of blue light radiation and the effects that it has on the human body—especially the retina of the eye. The retina is comprised of highly metabolic cells, and when those cells are placed under oxidative stress, death occurs causing ocular disease. Additionally, excess blue light exposure causes shifts in biological rhythms that govern patterns of alertness and sleep. Recently scientists began studying the methods of blue light prevention. Some studies show that blue light radiation …

Pterygium Recurrence And Corneal Stabilization Point After Pterygium Excision Using The Controlled Partial Avulsion Fibrin Glue Technique, Mohd Radzi Hilmi, Khairidzan Mohd Kamal, Mohd Zulfaezal Che Azemin

Makara Journal of Health Research

Background: This study aimed to evaluate the pterygium recurrence rate and corneal stabilization point after pterygium excision via the controlled partial avulsion fibrin glue technique using multiple corneal parameters.

Methods: One hundred eyes of 100 patients who had undergone primary pterygium excision surgery via the controlled partial avulsion fibrin glue technique were retrospectively reviewed. Corneal stabilization points were determined over four follow-up sessions (i.e., the 1st, 3rd, 6th, and 12th months after surgery) based on changes in Simulated-K, corneal irregularity measurement, shape factor, and toric mean keratometry. Post-operative courses were followed for 12 months after surgery. Recurrence was …

Access To Eye Care Before And After Vision Loss: A Qualitative Study Investigating Eye Care Among Persons Who Have Become Blind, Tosha Zaback, Stephanie Lam, Joan Randall, Teresa Field, Mitchell V. Brinks

The Qualitative Report

Navigating access to eye care requires that patients recognize the need for screening and care, employ limited financial and social resources, manage complex health insurance policies, and access specialty clinical care. We investigated the experience of patients through the progression of vision loss to blindness, utilizing qualitative methods. We conducted structured telephone interviews with 28 persons with blindness throughout Oregon. Utilizing closed and open-ended questions, we explored patient experience on the events preceding avoidable blindness. Coding for emergent themes was conducted independently by two researchers using a constant comparative method. Participants described important barriers to accessing eye care: at the …

Transitioning From Episodic To Sustained Care In Humanitarian Service, W Howard Mcalister Od, Ma, Mph, Jeffrey L. Weaver Od, Ms, Timothy A. Wingert Od, Kristen Kramlich Od

Optometric Clinical Practice

Background: Humanitarian missions serve populations needing care and usually provide short term interventions. Traditionally, care provided through humanitarian agencies like VOSH International has been episodic, consisting of a short-term mission placing a team in country for several days. There have been discussions that episodic care is a short term measure which impedes the systematic development of a long term solution to providing the necessary health care. The move toward sustained care is a step in the direction of improving the public health in developing countries.

Method: A survey instrument was mailed to the 26 VOSH chapters in the United States …

Optometry's Contribution, Paul B. Freeman Od

Optometric Clinical Practice

Letter from the Editor-in-Chief