AIMC Topic: Visual Acuity

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Factors influencing the estimation of phacoemulsification procedure time in cataract surgery: Analysis using neural networks.

Computer methods and programs in biomedicine Jun 1, 2025
BACKGROUND AND OBJECTIVE: Realistic and accurate estimation of the surgery duration is one of the key factors influencing the optimization of hospital work and, consequently, the planning and management of the budget. In the present study, the author...
Operative Time Visual Acuity Cataract Extraction Phacoemulsification Aged, 80 and over Male Middle Aged Time Factors Humans Neural Networks, Computer Machine Learning Algorithms Female Aged
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GENERATIVE DEEP LEARNING APPROACH TO PREDICT POSTTREATMENT OPTICAL COHERENCE TOMOGRAPHY IMAGES OF AGE-RELATED MACULAR DEGENERATION AFTER 12 MONTHS.

Retina (Philadelphia, Pa.) Jun 1, 2025
PURPOSE: Predicting long-term anatomical responses in neovascular age-related macular degeneration patients is critical for patient-specific management. This study validates a generative deep learning model to predict 12-month posttreatment optical c...
Aged, 80 and over Male Deep Learning Time Factors Angiogenesis Inhibitors Humans Retrospective Studies Follow-Up Studies Intravitreal Injections Female Aged Visual Acuity Fluorescein Angiography Tomography, Optical Coherence Macula Lutea Fundus Oculi Ranibizumab Vascular Endothelial Growth Factor A Wet Macular Degeneration
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Using Artificial Intelligence for an Efficient Prediction of Outcomes of Deep Anterior Lamellar Keratoplasty (DALK) in Advanced Keratoconus.

Translational vision science & technology May 1, 2025
PURPOSE: To identify and analyze clinical risk factors and imaging parameters influencing the outcomes of deep anterior lamellar keratoplasty (DALK) for advanced keratoconus (KC) using an artificial intelligence (AI) model.
Corneal Transplantation Risk Factors Young Adult Humans Middle Aged Artificial Intelligence Adult Adolescent Female Cornea Treatment Outcome Male Visual Acuity Keratoconus
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Development of machine learning-based models for vault prediction in implantable collamer lens surgery according to implant orientation.

Journal of cataract and refractive surgery May 1, 2025
PURPOSE: To develop a prediction model based on machine learning to calculate the postoperative vault and the ideal implantable collamer lens (ICL) size, considering for the first time the implantation orientation in a White population.
Humans Male Middle Aged Myopia Visual Acuity Tomography, Optical Coherence Machine Learning Retrospective Studies Female Young Adult Adult Lens Implantation, Intraocular Phakic Intraocular Lenses Datasets as Topic Random Allocation Biometry Anterior Eye Segment
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Structure-Function Correlation of Deep-Learning Quantified Ellipsoid Zone and Retinal Pigment Epithelium Loss and Microperimetry in Geographic Atrophy.

Investigative ophthalmology & visual science Mar 3, 2025
PURPOSE: The purpose of this study was to define structure-function correlation of geographic atrophy (GA) on optical coherence tomography (OCT) and functional testing on microperimetry (MP) based on deep-learning (DL)-quantified spectral-domain OCT ...
Visual Fields Visual Field Tests Retinal Pigment Epithelium Geographic Atrophy Male Middle Aged Deep Learning Visual Acuity Tomography, Optical Coherence Prospective Studies Female Aged Aged, 80 and over Humans
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Advanced Artificial-Intelligence-Based Jiang Formula for Intraocular Lens Power in Congenital Ectopia Lentis.

Translational vision science & technology Feb 3, 2025
PURPOSE: The purpose of this study was to develop an artificial intelligence (AI)-based intraocular lens (IOLs) power calculation formula for improving the accuracy of IOLs power calculations in patients with congenital ectopia lentis (CEL).
Male Humans Refraction, Ocular Visual Acuity Artificial Intelligence Lenses, Intraocular Female Optics and Photonics Adolescent Child Young Adult Lens Implantation, Intraocular Adult Ectopia Lentis
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Artificial Intelligence in Predicting Ocular Hypertension After Descemet Membrane Endothelial Keratoplasty.

Investigative ophthalmology & visual science Jan 2, 2025
PURPOSE: Descemet membrane endothelial keratoplasty (DMEK) has emerged as a novel approach in corneal transplantation over the past two decades. This study aims to identify predisposing risk factors for post-DMEK ocular hypertension (OHT) and develop...
Intraocular Pressure Male Middle Aged Postoperative Complications ROC Curve Female Risk Factors Aged Aged, 80 and over Humans Artificial Intelligence Visual Acuity Machine Learning Ocular Hypertension Retrospective Studies Descemet Stripping Endothelial Keratoplasty
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Deep Learning-Based SD-OCT Layer Segmentation Quantifies Outer Retina Changes in Patients With Biallelic RPE65 Mutations Undergoing Gene Therapy.

Investigative ophthalmology & visual science Jan 2, 2025
PURPOSE: To quantify outer retina structural changes and define novel biomarkers of inherited retinal degeneration associated with biallelic mutations in RPE65 (RPE65-IRD) in patients before and after subretinal gene augmentation therapy with voretig...
cis-trans-Isomerases Tomography, Optical Coherence Mutation Retina Genetic Therapy Retinal Degeneration Adolescent Young Adult Child, Preschool Adult Child Visual Acuity Male Middle Aged Deep Learning Humans Female
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Prediction of vaults in eyes with vertical implantable collamer lens implantation.

Journal of cataract and refractive surgery Jan 1, 2025
PURPOSE: To design formulas for predicting postoperative vaults in vertical implantable collamer lens (ICL) implantation and to achieve more precise predictions using machine learning models.
Humans Machine Learning Retrospective Studies Female Young Adult Adult Male Middle Aged Refraction, Ocular Myopia Visual Acuity Biometry Lens Implantation, Intraocular Phakic Intraocular Lenses
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A Novel Artificial Intelligence-Based Classification of Highly Myopic Eyes Based on Visual Function and Fundus Features.

Translational vision science & technology Sep 3, 2024
PURPOSE: To develop a novel classification of highly myopic eyes using artificial intelligence (AI) and investigate its relationship with contrast sensitivity function (CSF) and fundus features.
Fundus Oculi Adult Humans Macular Degeneration Male Myopia, Degenerative Artificial Intelligence Middle Aged Nerve Fibers Visual Acuity Female Macula Lutea Tomography, Optical Coherence Aged Contrast Sensitivity
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