e.g. mhealth
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Skip search results from other journals and go to results- 5 Journal of Medical Internet Research
- 4 JMIR Formative Research
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An epiretinal membrane (ERM) is a common disorder leading to a decrease in visual acuity and distorted vision, called “metamorphopsia” in later stages [1,2]. ERMs in the majority of cases are idiopathic with no identifiable cause; however, they may be secondary due to an already existing ocular pathology.
JMIR Perioper Med 2025;8:e60959
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The outcome of children’s intelligence can be assessed using various tools that measure factors like cognition, attention, motor skills, language, behavior, vision, hearing, social-emotional, and neurodevelopment.
We will conduct a systematic review in accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) [20].
JMIR Res Protoc 2025;14:e60417
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Current clinical practice guidelines recommend that people with vestibular disorders complete gaze stabilization exercises at a minimum of 3 times per day for a total of at least 12‐20 minutes each day if they have difficulty with vision or dizziness with head movement [5,6].
JMIR Rehabil Assist Technol 2025;12:e58713
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These AI systems use techniques of image processing, computer vision, deep learning, and transfer learning to detect and diagnose glaucoma. Glaucoma is a progressive eye disease that often eludes early detection due to its subtle or absent symptoms, which poses a unique challenge for optometrists [2].
JMIR Med Inform 2025;13:e63109
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For the first model, we created a dataset in which we used classical computer vision algorithms to annotate the ROIs in each image, followed by manual validation. For the second model, we used traditional algorithms to annotate the pupil region within the eye ROIs extracted in the previous step, again followed by manual validation.
JMIR Pediatr Parent 2024;7:e64353
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DR is also the leading cause of vision loss in people of working age and is associated with increased mortality [3]. Detection of DR at an early stage, when it can be treated with the best prognosis, is crucial in preventing vision loss [4].
Diabetes Canada recommends annual to biennial DR screening by an ophthalmologist or an optometrist for all people with diabetes [3]. Despite this recommendation, up to a third of diabetic patients go unscreened in Ontario, for example [5].
JMIR Diabetes 2024;9:e59867
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Since October 2023, GPT-4 Vision (GPT-4 V) has gained the ability to evaluate image data, enabling a multimodal diagnostic approach that incorporates both language processing and image analysis [12]. GPT-4 V enables the integration of patient information analysis and image-based deep learning models, providing valuable support in diagnosis and treatment, similar to decisions made in a clinical setting [13].
JMIR AI 2024;3:e58342
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Using Smartphones to Enhance Vision Screening in Rural Areas: Pilot Study
This paper reports the findings from a school vision screening program that used the apps we developed for the first time. We aimed to demonstrate the feasibility of an app-based vision screening program involving both strabismus and refractive error tests performed by nonprofessionals.
JMIR Form Res 2024;8:e55270
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Patient Experiences and Insights on Chronic Ocular Pain: Social Media Listening Study
Symptoms described by patients varied widely and could be categorized as eye pain–related, such as burning and irritation; vision-related, such as blurred vision and light sensitivity; and physical, such as insomnia and headache (Figure 3). The severity of the symptoms was ranked (high and moderate to low) on the basis of key words and phrases used in the posts. Of the 261 conversations, 85.8% (n=224) of posts were rated as high severity and 14.2% (n=37) as moderate to low severity.
JMIR Form Res 2024;8:e47245
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Specifically, the term “Low vision” refers to a level of visual impairment that cannot be corrected by glasses, contact lenses, medication, or surgery, significantly affecting an individual’s ability to perform daily routines [3]. Meanwhile, “blindness” describes a more severe visual impairment, characterized by a complete inability to perceive light [3].
JMIR Form Res 2023;7:e52410
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