Localization and diagnosis framework for pediatric cataracts based on slit-lamp images using deep features of a convolutional neural network
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DOI: 10.1371/journal.pone.0168606
Abstract: Slit-lamp images play an essential role for diagnosis of pediatric cataracts. We present a computer vision-based framework for the automatic localization and diagnosis of slit-lamp images by identifying the lens region of interest (ROI) and… read more here.
Keywords: pediatric cataracts; slit lamp; localization diagnosis; lamp images ... See more keywords
Biomarkers of Pediatric Cataracts: A Proteomics Analysis of Aqueous Fluid
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DOI: 10.3390/ijms24109040
Abstract: Cataracts are among the most common causes of childhood vision loss worldwide. This study seeks to identify differentially expressed proteins in the aqueous humor of pediatric cataract patients. Samples of aqueous humor were collected from… read more here.
Keywords: biomarkers pediatric; cataracts proteomics; pediatric cataracts; ontology ... See more keywords
Distinct gene expression profiles underlie morphological and etiological differences in pediatric cataracts.
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DOI: 10.4103/ijo.ijo_3269_22
Abstract: Purpose Pediatric cataract is a major cause of preventable childhood blindness worldwide. Although genetic mutations or infections have been described in patients, the mechanistic basis of human cataract development remains poorly understood. Therefore, gene expression… read more here.
Keywords: cataract; expression profiles; pediatric cataracts; expression ... See more keywords