AIMC Topic: Visual Field Tests

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Assessment of a Segmentation-Free Deep Learning Algorithm for Diagnosing Glaucoma From Optical Coherence Tomography Scans.

JAMA ophthalmology Apr 1, 2020
IMPORTANCE: Conventional segmentation of the retinal nerve fiber layer (RNFL) is prone to errors that may affect the accuracy of spectral-domain optical coherence tomography (SD-OCT) scans in detecting glaucomatous damage.
Middle Aged Deep Learning ROC Curve Tomography, Optical Coherence Cross-Sectional Studies Intraocular Pressure Male Visual Field Tests Glaucoma, Open-Angle Gonioscopy Slit Lamp Microscopy Nerve Fibers Retinal Ganglion Cells Visual Fields Humans Algorithms Aged, 80 and over Adult Female Aged
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Accuracy of Kalman Filtering in Forecasting Visual Field and Intraocular Pressure Trajectory in Patients With Ocular Hypertension.

JAMA ophthalmology Dec 1, 2019
IMPORTANCE: Techniques that properly identify patients in whom ocular hypertension (OHTN) is likely to progress to open-angle glaucoma can assist clinicians with deciding on the frequency of monitoring and the potential benefit of early treatment.
Humans Machine Learning Reproducibility of Results Aged Intraocular Pressure Male Algorithms Forecasting Female Tonometry, Ocular Visual Fields Middle Aged Glaucoma, Open-Angle Visual Field Tests Diagnosis, Computer-Assisted Cohort Studies Ocular Hypertension
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Treatment Potential for Macular Cone Vision in Leber Congenital Amaurosis Due to CEP290 or NPHP5 Mutations: Predictions From Artificial Intelligence.

Investigative ophthalmology & visual science Jun 3, 2019
PURPOSE: To use supervised machine learning to predict visual function from retinal structure in retinitis pigmentosa (RP) and apply these estimates to CEP290- and NPHP5-associated Leber congenital amaurosis (LCA) to determine the potential for funct...
Leber Congenital Amaurosis Retinitis Pigmentosa Color Vision Defects Retinal Cone Photoreceptor Cells Calmodulin-Binding Proteins Tomography, Optical Coherence Mutation Visual Fields Genetic Therapy Cell Cycle Proteins Visual Field Tests Cytoskeletal Proteins Middle Aged Adolescent Antigens, Neoplasm Neoplasm Proteins Young Adult Adult Male Machine Learning Female Humans
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An Artificial Intelligence Approach to Detect Visual Field Progression in Glaucoma Based on Spatial Pattern Analysis.

Investigative ophthalmology & visual science Jan 2, 2019
PURPOSE: To detect visual field (VF) progression by analyzing spatial pattern changes.
Humans Glaucoma Visual Fields Visual Field Tests False Positive Reactions Spatial Processing Cohort Studies Follow-Up Studies Vision Disorders Predictive Value of Tests Artificial Intelligence Disease Progression Diagnosis, Computer-Assisted
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Deep-learning Classifier With an Ultrawide-field Scanning Laser Ophthalmoscope Detects Glaucoma Visual Field Severity.

Journal of glaucoma Jul 1, 2018
PURPOSE: To evaluate the accuracy of detecting glaucoma visual field defect severity using deep-learning (DL) classifier with an ultrawide-field scanning laser ophthalmoscope.
Vision Disorders Image Interpretation, Computer-Assisted Humans Middle Aged Cross-Sectional Studies Visual Fields Reproducibility of Results Severity of Illness Index Glaucoma Aged Visual Field Tests Adult Retrospective Studies Ophthalmoscopes Intraocular Pressure Sensitivity and Specificity Female Male Deep Learning Microscopy, Confocal
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Retinal Nerve Fiber Layer Features Identified by Unsupervised Machine Learning on Optical Coherence Tomography Scans Predict Glaucoma Progression.

Investigative ophthalmology & visual science Jun 1, 2018
PURPOSE: To apply computational techniques to wide-angle swept-source optical coherence tomography (SS-OCT) images to identify novel, glaucoma-related structural features and improve detection of glaucoma and prediction of future glaucomatous progres...
Optic Nerve Diseases Glaucoma, Open-Angle Male Tomography, Optical Coherence Tonometry, Ocular Middle Aged Unsupervised Machine Learning Nerve Fibers Humans Optic Disk Principal Component Analysis Aged Disease Progression Retrospective Studies Retinal Ganglion Cells Adult Female Visual Field Tests Intraocular Pressure
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