Digital technology, tele-medicine and artificial intelligence in ophthalmology: A global perspective
The simultaneous maturation of multiple digital and telecommunications technologies in
2020 has created an unprecedented opportunity for ophthalmology to adapt to new models …
2020 has created an unprecedented opportunity for ophthalmology to adapt to new models …
[HTML][HTML] Artificial intelligence in retina
U Schmidt-Erfurth, A Sadeghipour, BS Gerendas… - Progress in retinal and …, 2018 - Elsevier
Major advances in diagnostic technologies are offering unprecedented insight into the
condition of the retina and beyond ocular disease. Digital images providing millions of …
condition of the retina and beyond ocular disease. Digital images providing millions of …
Performance of deep learning architectures and transfer learning for detecting glaucomatous optic neuropathy in fundus photographs
The ability of deep learning architectures to identify glaucomatous optic neuropathy (GON)
in fundus photographs was evaluated. A large database of fundus photographs (n= 14,822) …
in fundus photographs was evaluated. A large database of fundus photographs (n= 14,822) …
Promising artificial intelligence-machine learning-deep learning algorithms in ophthalmology
The lifestyle of modern society has changed significantly with the emergence of artificial
intelligence (AI), machine learning (ML), and deep learning (DL) technologies in recent …
intelligence (AI), machine learning (ML), and deep learning (DL) technologies in recent …
Scleral structure and biomechanics
As the eye's main load-bearing connective tissue, the sclera is centrally important to vision.
In addition to cooperatively maintaining refractive status with the cornea, the sclera must …
In addition to cooperatively maintaining refractive status with the cornea, the sclera must …
Optical coherence tomography and glaucoma
A Geevarghese, G Wollstein, H Ishikawa… - Annual review of …, 2021 - annualreviews.org
Early detection and monitoring are critical to the diagnosis and management of glaucoma, a
progressive optic neuropathy that causes irreversible blindness. Optical coherence …
progressive optic neuropathy that causes irreversible blindness. Optical coherence …
DRUNET: a dilated-residual U-Net deep learning network to segment optic nerve head tissues in optical coherence tomography images
SK Devalla, PK Renukanand, BK Sreedhar… - Biomedical optics …, 2018 - opg.optica.org
Given that the neural and connective tissues of the optic nerve head (ONH) exhibit complex
morphological changes with the development and progression of glaucoma, their …
morphological changes with the development and progression of glaucoma, their …
Deep learning based retinal OCT segmentation
We look at the recent application of deep learning (DL) methods in automated fine-grained
segmentation of spectral domain optical coherence tomography (OCT) images of the retina …
segmentation of spectral domain optical coherence tomography (OCT) images of the retina …
[HTML][HTML] A review of deep learning for screening, diagnosis, and detection of glaucoma progression
AC Thompson, AA Jammal… - … vision science & …, 2020 - iovs.arvojournals.org
Because of recent advances in computing technology and the availability of large datasets,
deep learning has risen to the forefront of artificial intelligence, with performances that often …
deep learning has risen to the forefront of artificial intelligence, with performances that often …
Deep-learning-based prediction of late age-related macular degeneration progression
Both genetic and environmental factors influence the etiology of age-related macular
degeneration (AMD), a leading cause of blindness. AMD severity is primarily measured by …
degeneration (AMD), a leading cause of blindness. AMD severity is primarily measured by …