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Enhancing glaucoma diagnosis: Generative adversarial networks in synthesized imagery and classification with pretrained MobileNetV2.
MethodsX
June 2025
Department of Computer Science and Engineering, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Tamil Nadu 600062, India.
The disease affects the optic nerve and represents the principle reasons of irreversible vision loss, mostly asymptomatic and uncontrolled. Consequently, early and accurate diagnosis is critical to prevent or reduce its effect, however, conventional diagnostic techniques often fail to provide concrete results. In this regard, we present a new approach built on Generative Adversarial Networks (GAN) and MobileNetV2 pretrained architecture for diagnosing glaucoma.
View Article and Find Full Text PDFImpact of driver licensing renewal policies on older driver crash involvement and injury rates in 13 states, 2000-2019.
Inj Epidemiol
January 2025
Injury Prevention Research Center, University of Iowa, 145 N Riverside Dr., Iowa City, IA, 52242, USA.
Background: Motor vehicle crashes are the second leading cause of injury death among adults aged 65 and older in the U.S., second only to falls.
View Article and Find Full Text PDFEpidemiology of ophthalmia neonatorum: a systematic review and meta-analysis.
BMC Pediatr
January 2025
Biomedical and Clinical Research Centre, College of Health and Allied Sciences, University of Cape Coast, Cape Coast, Ghana.
Purpose: To elucidate the global epidemiology of Ophthalmia Neonatorum (ON), as well as its causative organisms and their antibiotic susceptibility patterns.
Methods: A systematic review of studies reporting the epidemiology of ON was performed using four electronic databases: PubMed, Scopus, Web of Science, and Medline. Data were extracted and study-specific estimates were combined using meta-analysis to obtain pooled proportions.
The relationship between malocclusion and speech patterns: a cross-sectional study.
BMC Oral Health
January 2025
Department of Orthodontics, Faculty of Dentistry, Alexandria University, Alexandria, Egypt.
Objective: Dental occlusion and the alignment of the dentition play crucial roles in producing speech sounds. The Arabic language is specifically complex, with many varieties and geographically dependent dialects. This study investigated the relationship between malocclusion and speech abnormalities in the form of misarticulations of Arabic sounds.
View Article and Find Full Text PDF[Eye injuries and defective vision in school and club sports - Arguments for DIN-approved glasses suitable for school sports].
Klin Monbl Augenheilkd
January 2025
Visual deficits/ametropia are particularly significant obstacles in sports because the visual system controls/corrects all of an athlete's movements. However, athletes are at increased risk for eye injuries caused by high-velocity objects e.g.
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