Latest AI and machine learning research in glaucoma for healthcare professionals.
BACKGROUND: Glaucoma leads to irreversible blindness. Globally, it is the second most common retinal...
With the popularization of computer-aided diagnosis (CAD) technologies, more and more deep learning ...
PURPOSE: To assess the accuracy and efficacy of deep learning models, specifically convolutional neu...
Retinal fundus diseases can lead to irreversible visual impairment without timely diagnoses and appr...
The prominent rise of digital health in ophthalmology is evident in the current age of Industry 4.0....
BACKGROUND/AIMS: To validate a deep learning algorithm to diagnose glaucoma from fundus photography ...
Glaucoma is a multifactorial progressive and degenerative optic neuropathy representing one of the w...
OBJECTIVE: Glaucoma is the second leading cause of blindness worldwide. Glaucomatous progression can...
Genome-wide association studies (GWASs) require accurate cohort phenotyping, but expert labeling can...
Cupping of the optic nerve head, a highly heritable trait, is a hallmark of glaucomatous optic neuro...
PURPOSE: The most direct means of glaucoma screening is to use cup-to-disc ratio via colour fundus p...
BACKGROUND: Glaucoma is one of the causes that leads to irreversible vision loss. Automatic glaucoma...
OBJECTIVE: To assess whether machine learning algorithms (MLA) can predict eyes that will undergo ra...
: This study developed and evaluated a deep learning ensemble method to automatically grade the stag...
Deep learning is being employed in disease detection and classification based on medical images for ...
PURPOSE: To compare the performance of a novel convolutional neural network (CNN) classifier and hum...
A common shortfall of supervised deep learning for medical imaging is the lack of labeled data, whic...
BACKGROUND: Glaucoma is an eye disease that causes vision loss and even blindness. The cup to disc r...
We aimed to develop a model to predict visual field (VF) in the central 10 degrees in patients with ...
Glaucoma, a leading cause of blindness, is a multifaceted disease with several patho-physiological f...
The current lack of consensus for diagnosing glaucoma makes it difficult to develop diagnostic tests...