AIMC Topic: Visual Field Tests

Clear Filters Showing 41 to 50 of 76 articles

Predicting the Glaucomatous Central 10-Degree Visual Field From Optical Coherence Tomography Using Deep Learning and Tensor Regression.

American journal of ophthalmology May 6, 2020
PURPOSE: To predict the visual field (VF) of glaucoma patients within the central 10° from optical coherence tomography (OCT) measurements using deep learning and tensor regression.
Sensitivity and Specificity Cross-Sectional Studies Intraocular Pressure Male Middle Aged Humans Retrospective Studies Female Aged Adult Visual Field Tests Optic Nerve Diseases Glaucoma, Open-Angle Deep Learning Gonioscopy Visual Acuity Slit Lamp Microscopy Vision Disorders Axial Length, Eye Tomography, Optical Coherence Visual Fields
View on PubMed DOI

Efficacy for Differentiating Nonglaucomatous Versus Glaucomatous Optic Neuropathy Using Deep Learning Systems.

American journal of ophthalmology Apr 2, 2020
PURPOSE: We sought to assess the performance of deep learning approaches for differentiating nonglaucomatous optic neuropathy with disc pallor (NGON) vs glaucomatous optic neuropathy (GON) on color fundus photographs by the use of image recognition.
Sensitivity and Specificity Intraocular Pressure Male Deep Learning ROC Curve Area Under Curve Optic Disk Visual Field Tests Optic Nerve Diseases Photography Neural Networks, Computer Glaucoma Algorithms Female Reproducibility of Results Humans
View on PubMed DOI

Beyond Performance Metrics: Automatic Deep Learning Retinal OCT Analysis Reproduces Clinical Trial Outcome.

Ophthalmology Dec 23, 2019
PURPOSE: To validate the efficacy of a fully automatic, deep learning-based segmentation algorithm beyond conventional performance metrics by measuring the primary outcome of a clinical trial for macular telangiectasia type 2 (MacTel2).
Retinal Telangiectasis Drug Implants Retinal Photoreceptor Cell Inner Segment Retinal Photoreceptor Cell Outer Segment Male Deep Learning Treatment Outcome Visual Acuity Tomography, Optical Coherence Visual Fields Visual Field Tests Fluorescein Angiography Ciliary Neurotrophic Factor Retinal Vessels Humans Female Reproducibility of Results
View on PubMed DOI

Machine learning classifiers-based prediction of normal-tension glaucoma progression in young myopic patients.

Japanese journal of ophthalmology Dec 17, 2019
PURPOSE: To assess the performance of machine learning classifiers for prediction of progression of normal-tension glaucoma (NTG) in young myopic patients.
Machine Learning Female Young Adult Adult Cross-Sectional Studies Humans ROC Curve Area Under Curve Tomography, Optical Coherence Nerve Fibers Retinal Ganglion Cells Visual Fields Intraocular Pressure Male Disease Progression Myopia Diagnosis, Computer-Assisted Visual Field Tests Gonioscopy Slit Lamp Microscopy Low Tension Glaucoma
View on PubMed DOI

Artificial Intelligence Classification of Central Visual Field Patterns in Glaucoma.

Ophthalmology Dec 12, 2019
PURPOSE: To quantify the central visual field (VF) loss patterns in glaucoma using artificial intelligence.
Vision Disorders Bayes Theorem Visual Fields Visual Field Tests Aged Humans Cross-Sectional Studies Glaucoma Intraocular Pressure Artificial Intelligence Male Retrospective Studies Middle Aged Female
View on PubMed DOI

Human Versus Machine: Comparing a Deep Learning Algorithm to Human Gradings for Detecting Glaucoma on Fundus Photographs.

American journal of ophthalmology Nov 12, 2019
PURPOSE: To compare the diagnostic performance of human gradings vs predictions provided by a machine-to-machine (M2M) deep learning (DL) algorithm trained to quantify retinal nerve fiber layer (RNFL) damage on fundus photographs.
Glaucoma, Open-Angle Gonioscopy Visual Fields Visual Field Tests Intraocular Pressure Optic Nerve Diseases Male Photography Middle Aged Physical Examination Deep Learning Algorithms ROC Curve Retrospective Studies Humans Fundus Oculi Female Nerve Fibers Aged Retinal Ganglion Cells Cross-Sectional Studies Vision Disorders Area Under Curve Tomography, Optical Coherence
View on PubMed DOI

Deep Learning Approaches Predict Glaucomatous Visual Field Damage from OCT Optic Nerve Head En Face Images and Retinal Nerve Fiber Layer Thickness Maps.

Ophthalmology Sep 30, 2019
PURPOSE: To develop and evaluate a deep learning system for differentiating between eyes with and without glaucomatous visual field damage (GVFD) and predicting the severity of GFVD from spectral domain OCT (SD OCT) optic nerve head images.
Aged Adult Male Middle Aged Deep Learning Vision Disorders Predictive Value of Tests Nerve Fibers Optic Disk Retinal Ganglion Cells Humans Glaucoma Female Visual Fields Visual Field Tests Optic Nerve Diseases Diagnostic Techniques, Ophthalmological
View on PubMed DOI

Machine Learning in the Detection of the Glaucomatous Disc and Visual Field.

Seminars in ophthalmology May 27, 2019
Glaucoma is the leading cause of irreversible blindness worldwide. Early detection is of utmost importance as there is abundant evidence that early treatment prevents disease progression, preserves vision, and improves patients' long-term quality of ...
Visual Field Tests Optic Nerve Diseases Diagnostic Techniques, Ophthalmological Glaucoma Humans Machine Learning Diagnosis, Computer-Assisted Vision Disorders Visual Fields
View on PubMed DOI

Forecasting future Humphrey Visual Fields using deep learning.

PloS one Apr 5, 2019
PURPOSE: To determine if deep learning networks could be trained to forecast future 24-2 Humphrey Visual Fields (HVFs).
Algorithms Humans Deep Learning Adult Forecasting Glaucoma Models, Statistical Linear Models Male Visual Fields Visual Field Tests Databases, Factual Middle Aged Female Disease Progression Aged Spatio-Temporal Analysis
View on PubMed DOI

Patient-attentive sequential strategy for perimetry-based visual field acquisition.

Medical image analysis Mar 23, 2019
Perimetry is a non-invasive clinical psychometric examination used for diagnosing ophthalmic and neurological conditions. At its core, perimetry relies on a subject pressing a button whenever they see a visual stimulus within their field of view. Thi...
Visual Field Tests Monte Carlo Method Neural Networks, Computer Glaucoma Algorithms Psychometrics Visual Fields Humans
View on PubMed DOI
Popular Topics
Recent Journals