Open Access. Powered by Scholars. Published by Universities.®

Ophthalmology Commons

Open Access. Powered by Scholars. Published by Universities.®

Articles 1 - 7 of 7

Full-Text Articles in Ophthalmology

Effectiveness Of Machine Learning Classifiers For Cataract Screening, Ronald Cheung Jul 2022

Effectiveness Of Machine Learning Classifiers For Cataract Screening, Ronald Cheung

Electronic Thesis and Dissertation Repository

Cataract is the leading cause of blindness and vision loss globally. The implementation of artificial intelligence (AI) in the healthcare industry has been on the rise in the past few decades and machine learning (ML) classifiers have shown to be able to diagnose patients with cataracts. A systematic review and meta-analysis were conducted to assess the diagnostic accuracy of these ML classifiers for cataracts currently published in the literature. Retrieved from nine articles, the pooled sensitivity was 94.8% and the specificity was 96.0% for adult cataracts. Additionally, an economic analysis was conducted to explore the cost-effectiveness of implementing ML to …


Predicting Important Patient-Reported Outcomes For Glaucoma Management: Cross-Sectional Study, Lavanya Uruthiramoorthy Aug 2017

Predicting Important Patient-Reported Outcomes For Glaucoma Management: Cross-Sectional Study, Lavanya Uruthiramoorthy

Electronic Thesis and Dissertation Repository

The initiative to understand patient-reported outcomes (PROs) has increased to improve glaucoma management. We sought to identify important predictors of four PROs: social support and community integration, presence of depressive symptoms, vision-related quality of life (VRQoL) and preference-based Health-Related quality of life (HRQoL). A cross-sectional study was conducted among patients in London, Ontario (n=250). Regression models, and classification and regression trees were built. Leave-one-out cross-validation assessed the models’ predictive performance. Mobility aid use, best corrected visual acuity (BCVA), income and living arrangements were predictors identified for VRQoL, and social support and community integration. Mobility aid use was also predictive of …


Association Between Age-Related Macular Degeneration And Sleep-Disordered Breathing, Jeffrey A. Nau Jan 2017

Association Between Age-Related Macular Degeneration And Sleep-Disordered Breathing, Jeffrey A. Nau

Walden Dissertations and Doctoral Studies

Age-related macular degeneration (AMD) is a chronic, irreversible disease that robs individuals of vision, quality of life, and independence. It is the leading cause of blindness in industrialized countries. Sleep-disordered breathing (SDB) is a condition characterized by repeated episodes of apnea and/or hypopnea, insomnia, short sleep duration, and/or sleep disturbances (snoring, gasping, etc.). Because SDB has been shown to cause chronic hypoxia resulting in oxidative stress on the retina, it has been proposed that SDB may be associated with AMD. Based on the life course theory of chronic disease, this quantitative, cross-sectional study used data from the 2005-2008 National Health …


Analysis Of The Efforts Of Urban And Rural Health Systems To Achieve Accountable Care Organization Target Goals For Dilated Eye Exams In Individuals With Diabetes, Michele Gilliam Nov 2016

Analysis Of The Efforts Of Urban And Rural Health Systems To Achieve Accountable Care Organization Target Goals For Dilated Eye Exams In Individuals With Diabetes, Michele Gilliam

Muskie School Capstones and Dissertations

This capstone project was designed to understand and analyze the completion rates for diabetic dilated eye exams within four different health systems participating in the MaineHealth Accountable Care Organizations (ACO). This research is valuable within the current US health care climate as health care providers have sought to evaluate the cost of care in terms of their value to payers. Moreover, many providers have elected to join the ACO in order to demonstrate better outcomes, improve the cost of care and to share programmatic content and tools to standardized care. Within this capstone, system level workflows and processes were evaluated …


Cost-Effectiveness Of Selective Laser Trabeculoplasty (Slt) Versus Argon Laser Trabeculoplasty (Alt) In Uncontrolled Open Angle Glaucoma Patients Having At Least One Full Previous Slt: An Economic Evaluation Alongside An Ongoing Randomized Controlled Clinical Trial, Muhammad Rakibuz-Zaman Oct 2016

Cost-Effectiveness Of Selective Laser Trabeculoplasty (Slt) Versus Argon Laser Trabeculoplasty (Alt) In Uncontrolled Open Angle Glaucoma Patients Having At Least One Full Previous Slt: An Economic Evaluation Alongside An Ongoing Randomized Controlled Clinical Trial, Muhammad Rakibuz-Zaman

Electronic Thesis and Dissertation Repository

Background and objective: ALT and SLT are both safe and effective for glaucoma treatment. We performed a cost-effectiveness analysis (CEA) of SLT versus ALT for a six-month follow-up period in uncontrolled open angle glaucoma patients having at least one full previous SLT from an ongoing RCT. Methods: Trial based treatment costing and IOP reduction at 6-month follow-up from baseline for both intervention arms were calculated. A decision tree model was developed considering possible clinical pathways of patients undergoing repeat laser trabeculoplasty. CEA among ALT and SLT was done, and ICERs were calculated from both societal and ministry perspective. One way …


Comparison Of Neovascular Age-Related Macular Degeneration Populations In The United States, Susan Lynette Coultas Jan 2016

Comparison Of Neovascular Age-Related Macular Degeneration Populations In The United States, Susan Lynette Coultas

Walden Dissertations and Doctoral Studies

Age-related macular degeneration (AMD) is one of the leading causes of blindness in the United States in people who are 50 and older. The safety and efficacy of aflibercept for the treatment of late stage neovascular AMD (NAMD) has been demonstrated by clinical trials among several populations; however, it is unclear whether all NAMD patients respond in the same manner as was studied in the clinical trials. The purpose of this study was to examine if populations of patients treated with aflibercept for the treatment of NAMD were significantly different from one another in terms of health characteristics, treatment regimens, …


Strengths And Limitations Of The Design Of Helen Keller International’S Childsight® Program Based On Lessons Learned Through The Implementation In Vietnam, 2011-2013, Bradley J. Owen Nov 2013

Strengths And Limitations Of The Design Of Helen Keller International’S Childsight® Program Based On Lessons Learned Through The Implementation In Vietnam, 2011-2013, Bradley J. Owen

Capstone Collection

The ophthalmology sector in Vietnam currently faces many challenges. The Asia- Pacific Region, including Vietnam, is reported to have the most cases of uncorrected refractive error in the world at approximately 62 million people. A 2009 study implemented by the World Health Organization also concluded that the Western Pacific region, including Southeast Asia, has 3.98% of the population suffering from uncorrected refractive error, with an estimated cost to the region’s GDP of 111 billion dollars, or .86% of regional GDP (Smith, et al. 2009). In Vietnam alone it is estimated that one in five children suffer from some form of …