AIMC Topic: Tomography, Optical Coherence
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Deep learning to detect macular atrophy in wet age-related macular degeneration using optical coherence tomography.
Scientific reports
May 22, 2023
Here, we have developed a deep learning method to fully automatically detect and quantify six main clinically relevant atrophic features associated with macular atrophy (MA) using optical coherence tomography (OCT) analysis of patients with wet age-r...
Development of a deep learning system to detect glaucoma using macular vertical optical coherence tomography scans of myopic eyes.
Scientific reports
May 17, 2023
Myopia is one of the risk factors for glaucoma, making accurate diagnosis of glaucoma in myopic eyes particularly important. However, diagnosis of glaucoma in myopic eyes is challenging due to the frequent associations of distorted optic disc and dis...
An AI model to estimate visual acuity based solely on cross-sectional OCT imaging of various diseases.
Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie
May 11, 2023
PURPOSE: To develop an artificial intelligence (AI) model for estimating best-corrected visual acuity (BCVA) using horizontal and vertical optical coherence tomography (OCT) scans of various retinal diseases and examine factors associated with its ac...
Deep Learning-Based Estimation of Implantable Collamer Lens Vault Using Optical Coherence Tomography.
American journal of ophthalmology
May 3, 2023
PURPOSE: To develop and validate a deep learning neural network for automated measurement of implantable collamer lens (ICL) vault using anterior segment optical coherence tomography (AS-OCT).
Deep learning-based image enhancement in optical coherence tomography by exploiting interference fringe.
Communications biology
Apr 28, 2023
Optical coherence tomography (OCT), an interferometric imaging technique, provides non-invasive, high-speed, high-sensitive volumetric biological imaging in vivo. However, systemic features inherent in the basic operating principle of OCT limit its i...
Efficacy and accuracy of artificial intelligence to overlay multimodal images from different optical instruments in patients with retinitis pigmentosa.
Clinical & experimental ophthalmology
Apr 26, 2023
BACKGROUND: Retinitis pigmentosa (RP) represents a group of progressive, genetically heterogenous blinding diseases. Recently, relationships between measures of retinal function and structure are needed to help identify outcome measures or biomarkers...
Facilitating deep learning through preprocessing of optical coherence tomography images.
BMC ophthalmology
Apr 17, 2023
BACKGROUND: While deep learning has delivered promising results in the field of ophthalmology, the hurdle to complete a deep learning study is high. In this study, we aim to facilitate small scale model trainings by exploring the role of preprocessin...
Cynomolgus monkey's retina volume reference database based on hybrid deep learning optical coherence tomography segmentation.
Scientific reports
Apr 9, 2023
Cynomolgus monkeys (Macaca fascicularis) are commonly used in pre-clinical ocular studies. However, studies that report the morphological features of the macaque retina are based only on minimal sample sizes; therefore, little is known about the norm...
Live 4D-OCT denoising with self-supervised deep learning.
Scientific reports
Apr 8, 2023
By providing three-dimensional visualization of tissues and instruments at high resolution, live volumetric optical coherence tomography (4D-OCT) has the potential to revolutionize ophthalmic surgery. However, the necessary imaging speed is accompani...
Diagnostic ability of macular microvasculature with swept-source OCT angiography for highly myopic glaucoma using deep learning.
Scientific reports
Mar 30, 2023
Macular OCT angiography (OCTA) measurements have been reported to be useful for glaucoma diagnostics. However, research on highly myopic glaucoma is lacking, and the diagnostic value of macular OCTA measurements versus OCT parameters remains inconclu...
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