AIMC Topic: Retina

Clear Filters Showing 381 to 390 of 454 articles

A fusion of deep neural networks and game theory for retinal disease diagnosis with OCT images.

Journal of X-ray science and technology Jan 1, 2024
Retinal disorders pose a serious threat to world healthcare because they frequently result in visual loss or impairment. For retinal disorders to be diagnosed precisely, treated individually, and detected early, deep learning is a necessary subset of...
Image Processing, Computer-Assisted Tomography, Optical Coherence Reproducibility of Results Deep Learning Retinal Diseases Game Theory Retina Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Algorithms
View on PubMed DOI

Artifact Correction in Retinal Nerve Fiber Layer Thickness Maps Using Deep Learning and Its Clinical Utility in Glaucoma.

Translational vision science & technology Nov 1, 2023
PURPOSE: Correcting retinal nerve fiber layer thickness (RNFLT) artifacts in glaucoma with deep learning and evaluate its clinical usefulness.
Retina Artifacts Glaucoma Deep Learning Nerve Fibers Humans
View on PubMed DOI

Deep Learning Performance of Ultra-Widefield Fundus Imaging for Screening Retinal Lesions in Rural Locales.

JAMA ophthalmology Nov 1, 2023
IMPORTANCE: Retinal diseases are the leading cause of irreversible blindness worldwide, and timely detection contributes to prevention of permanent vision loss, especially for patients in rural areas with limited medical resources. Deep learning syst...
Female Aged Humans Retinal Diseases Fundus Oculi Retina Sensitivity and Specificity Deep Learning
View on PubMed DOI

Deep Learning, the Retina, and Parkinson Disease.

JAMA ophthalmology Sep 1, 2023
Retina Parkinson Disease Humans Deep Learning
View on PubMed DOI

Deep Learning, the Retina, and Parkinson Disease-Reply.

JAMA ophthalmology Sep 1, 2023
Deep Learning Parkinson Disease Retina Humans
View on PubMed DOI

Small-correlation expansion to quantify information in noisy sensory systems.

Physical review. E Aug 1, 2023
Neural networks encode information through their collective spiking activity in response to external stimuli. This population response is noisy and strongly correlated, with a complex interplay between correlations induced by the stimulus, and correl...
Neurons Neural Networks, Computer Retina
View on PubMed DOI

Efficacy of deep learning-based artificial intelligence models in screening and referring patients with diabetic retinopathy and glaucoma.

Indian journal of ophthalmology Aug 1, 2023
PURPOSE: To analyze the efficacy of a deep learning (DL)-based artificial intelligence (AI)-based algorithm in detecting the presence of diabetic retinopathy (DR) and glaucoma suspect as compared to the diagnosis by specialists secondarily to explore...
Humans Diabetic Retinopathy Glaucoma Retina Photography Diabetes Mellitus Artificial Intelligence Mass Screening Deep Learning
View on PubMed DOI

Alzheimer's Together with Mild Cognitive Impairment Screening Using Polar Transformation of Middle Zone of Fundus Images Based Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
Alzheimer's disease (AD) and Mild Cognitive Impairment (MCI) are considered an increasing major health problem in elderlies. However, current clinical methods of Alzheimer's detection are expensive and difficult to access, making the detection inconv...
Retina Alzheimer Disease Cognitive Dysfunction Magnetic Resonance Imaging Humans Deep Learning
View on PubMed DOI

A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
We propose a neural network-based framework to optimize the perceptions simulated by the in silico retinal implant model pulse2percept. The overall pipeline consists of a trainable encoder, a pre-trained retinal implant model and a pre-trained evalua...
Retina Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Computer Simulation
View on PubMed DOI

Optical Disc Segmentation from Retinal Fundus Images Using Deep Learning.

Studies in health technology and informatics Jun 29, 2023
The optical disc in the human retina can reveal important information about a person's health and well-being. We propose a deep learning-based approach to automatically identify the region in human retinal images that corresponds to the optical disc....
Fundus Oculi Deep Learning Humans Retina Benchmarking
View on PubMed DOI
Popular Topics
Recent Journals