AIMC Topic: Optic Disk
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Deep learning-based optic disc classification is affected by optic-disc tilt.
Scientific reports
Jan 4, 2024
We aimed to determine the effect of optic disc tilt on deep learning-based optic disc classification. A total of 2507 fundus photographs were acquired from 2236 eyes of 1809 subjects (mean age of 46 years; 53% men). Among all photographs, 1010 (40.3%...
Artificial intelligence in glaucoma detection using color fundus photographs.
Indian journal of ophthalmology
Dec 15, 2023
PURPOSE: To explore the potential of artificial intelligence (AI) for glaucoma detection using deep learning algorithm and evaluate its accuracy for image classification of glaucomatous optic neuropathy (GON) from color fundus photographs.
Deep learning visual field global index prediction with optical coherence tomography parameters in glaucoma patients.
Scientific reports
Oct 25, 2023
The aim of this study was to predict three visual filed (VF) global indexes, mean deviation (MD), pattern standard deviation (PSD), and visual field index (VFI), from optical coherence tomography (OCT) parameters including Bruch's Membrane Opening-Mi...
Autonomous assessment of spontaneous retinal venous pulsations in fundus videos using a deep learning framework.
Scientific reports
Sep 2, 2023
The presence or absence of spontaneous retinal venous pulsations (SVP) provides clinically significant insight into the hemodynamic status of the optic nerve head. Reduced SVP amplitudes have been linked to increased intracranial pressure and glaucom...
Early Detection of Optic Nerve Changes on Optical Coherence Tomography Using Deep Learning for Risk-Stratification of Papilledema and Glaucoma.
Journal of neuro-ophthalmology : the official journal of the North American Neuro-Ophthalmology Society
Jul 26, 2023
BACKGROUND: The use of artificial intelligence is becoming more prevalence in medicine with numerous successful examples in ophthalmology. However, much of the work has been focused on replicating the works of ophthalmologists. Given the analytical p...
Deep Learning for Localized Detection of Optic Disc Hemorrhages.
American journal of ophthalmology
Jul 23, 2023
PURPOSE: To develop an automated deep learning system for detecting the presence and location of disc hemorrhages in optic disc photographs.
Multimodal Deep Learning Classifier for Primary Open Angle Glaucoma Diagnosis Using Wide-Field Optic Nerve Head Cube Scans in Eyes With and Without High Myopia.
Journal of glaucoma
Jul 19, 2023
PRCIS: An optical coherence tomography (OCT)-based multimodal deep learning (DL) classification model, including texture information, is introduced that outperforms single-modal models and multimodal models without texture information for glaucoma di...
Deep learning in optical coherence tomography: Where are the gaps?
Clinical & experimental ophthalmology
May 28, 2023
Optical coherence tomography (OCT) is a non-invasive optical imaging modality, which provides rapid, high-resolution and cross-sectional morphology of macular area and optic nerve head for diagnosis and managing of different eye diseases. However, in...
Sex determination using color fundus parameters in older adults of Kumejima population study.
Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie
Mar 1, 2023
PURPOSE: Deep learning artificial intelligence can determine the sex using only fundus photographs. However, the factors used by deep learning to determine the sex are not visible. Therefore, the purpose of the study was to determine whether the sex ...
Deep Learning System Outperforms Clinicians in Identifying Optic Disc Abnormalities.
Journal of neuro-ophthalmology : the official journal of the North American Neuro-Ophthalmology Society
Feb 1, 2023
BACKGROUND: The examination of the optic nerve head (optic disc) is mandatory in patients with headache, hypertension, or any neurological symptoms, yet it is rarely or poorly performed in general clinics. We recently developed a brain and optic nerv...
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