CeViT: Copula-Enhanced Vision Transformer in multi-task learning and bi-group image covariates with an application to myopia screening [PDF]
arXivWe aim to assist image-based myopia screening by resolving two longstanding problems, "how to integrate the information of ocular images of a pair of eyes" and "how to incorporate the inherent dependence among high-myopia status and axial length for both eyes." The classification-regression task is modeled as a novel 4-dimensional muti-response ...
arxiv
Late Results of Operative Treatment of High Myopia [PDF]
, 1916 A. Hugh Thompson
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Posterior Scleral Reinforcement to Prevent Progression of High Myopia
Asia - Pacific Journal of Ophthalmology, 2019 Background: Myopia has become a global public health problem. High myopia is linked to pathologic myopia (PM). As the severity of myopia increases, excessive axial elongation of the globe exerts a biomechanical stretch on the posterior pole, followed by ...
Weilin Huang, An-li Duan, Y. Qi
semanticscholar +1 more source
Application of artificial intelligence in myopia prevention and control
Pediatric Investigation, EarlyView.Current applications of artificial intelligence (AI) in the field of myopia prevention and control were comprehensively reviewed. Challenges, current development status, and future directions of AI have also been discussed, holding great significance for the further application of AI in myopia management.
Nan Liu, Li Li, Jifeng Yu
wiley +1 more source
OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images [PDF]
arXivMyopia screening using cutting-edge ultra-widefield (UWF) fundus imaging is potentially significant for ophthalmic outcomes. Current multidisciplinary research between ophthalmology and deep learning (DL) concentrates primarily on disease classification and diagnosis using single-eye images, largely ignoring joint modeling and prediction for Oculus ...
arxiv
Evaluation of contact lenses for central vision in high myopia. [PDF]
, 1974 G Fonda
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Metacognitive Myopia in Large Language Models [PDF]
arXivLarge Language Models (LLMs) exhibit potentially harmful biases that reinforce culturally inherent stereotypes, cloud moral judgments, or amplify positive evaluations of majority groups. Previous explanations mainly attributed bias in LLMs to human annotators and the selection of training data.
arxiv
Evidence That a Locus for Familial High Myopia Maps to Chromosome 18p [PDF]
, 1998 Terri L. Young +8 more
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Policy &Internet, EarlyView.Abstract The COVID‐19 pandemic tested state preparedness across the globe and exposed cross‐sectoral deficiencies in infrastructure, resources and policymaking patterns. However, the prospects of the pandemic facilitating lasting institutional change have received limited attention.
Vassilis Karokis‐Mavrikos
wiley +1 more source
Visual acuity outcomes of patients 50 years of age and older with high myopia and untreated choroidal neovascularization [PDF]
, 1999 Homayoun Tabandeh +8 more
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