Results 51 to 60 of about 10,207 (141)
Pathological myopia classification with simultaneous lesion segmentation using deep learning [PDF]
arXiv, 2020 This investigation reports on the results of convolutional neural networks developed for the recently introduced PathologicAL Myopia (PALM) dataset, which consists of 1200 fundus images. We propose a new Optic Nerve Head (ONH)-based prediction enhancement for the segmentation of atrophy and fovea.
arxiv
Automatic lesion segmentation and Pathological Myopia classification in fundus images [PDF]
arXiv, 2020 In this paper we present algorithms to diagnosis Pathological Myopia (PM) and detection of retinal structures and lesions such asOptic Disc (OD), Fovea, Atrophy and Detachment. All these tasks were performed in fundus imaging from PM patients and they are requirements to participate in the Pathologic Myopia Challenge (PALM). The challenge was organized
arxiv
CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images [PDF]
arXiv, 2023 The ultra-widefield (UWF) fundus image is an attractive 3D biomarker in AI-aided myopia screening because it provides much richer myopia-related information. Though axial length (AL) has been acknowledged to be highly related to the two key targets of myopia screening, Spherical Equivalence (SE) measurement and high myopia diagnosis, its prediction ...
arxiv
Machine Learning Approaches in High Myopia: Systematic Review and Meta-Analysis
Journal of Medical Internet ResearchBackgroundIn recent years, with the rapid development of machine learning (ML), it has gained widespread attention from researchers in clinical practice.
Huiyi Zuo +4 more
doaj +1 more source
Indian Journal of Ophthalmology, 2008 Context: In India, refractive errors are a major cause of treatable blindness. Population surveys in southern India have shown prevalence of high myopia to be 4.32-4.54%. Photodynamic therapy (PDT) for choroidal neovascularization (CNV) caused by
Hussain Nazimul +6 more
doaj
Drug Design, Development and Therapy, 2015 Yan Zhang,1 Qian Han,2 Yusha Ru,1 Qiyu Bo,1 Rui Hua Wei1 1Tianjin Medical University Eye Hospital, Tianjin Medical University Eye Institute, College of Optometry and Ophthalmology, Tianjin Medical University, Tianjin, 2Tangshan Eye Hospital, Tangshan ...
Zhang Y, Han Q, Ru Y, Bo Q, Wei RH
doaj
Ophthalmology and Therapy, 2023 Introduction Myopic atrophic maculopathy is prevalent among patients with pathologic myopia and frequently leads to relentless vision loss. Several grading systems were established to facilitate the understanding of myopic atrophic maculopathy.
Cheng-Yung Lee +8 more
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Multimodal Imaging-Based Phenotyping of a Singaporean Hospital-Based Cohort of High Myopia Patients
Frontiers in Medicine, 2022 Purpose: To assess the effect of axial length (AL) on the prevalence of pathologic myopia (PM) and associated myopic features in a Singaporean hospital-based cohort of patient with high myopia (HM).Methods: In total, 923 HM eyes from 495 individuals were
Kai Yuan Tey +32 more
doaj +1 more source
Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization [PDF]
arXiv, 2023 Counterfactually-Augmented Data (CAD) -- minimal editing of sentences to flip the corresponding labels -- has the potential to improve the Out-Of-Distribution (OOD) generalization capability of language models, as CAD induces language models to exploit domain-independent causal features and exclude spurious correlations.
arxiv
Decreasing myopic lacquer crack and widening parapapillary gamma zone: case report
BMC Ophthalmology, 2021 Background Myopic axial elongation may be due to an equatorial enlargement of Bruch’s membrane (BM), leading to a prolate eye shape and increasing strain with BM and the retinal pigment epithelium (RPE) layer at the posterior pole.
Rahul A. Jonas +3 more
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