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Updated: Apr 12, 2026

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Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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Detection of pediatric cataracts through non-invasive facial photography using deep convolutional neural networks for
Shion Hayashi1,2, Emi Kashizuka3, Koki Sakata3
1Division of Ophthalmology, National Center for Child Health and Development, 2-10-1 Okura, Setagaya, Tokyo, 157-8535, Japan. zhion.hayashi@gmail.com.
BMC Ophthalmology
|April 10, 2026
Abstract
No abstract available in PubMed .
