Machine Learning Models for Predicting Long-Term Visual Acuity in Highly Myopic Eyes

Pathologic myopia: advances in imaging and the potential role of artificial intelligence

(2022) Yong Li et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

Predicting Glaucoma Progression Requiring Surgery Using Clinical Free-Text Notes and Transfer Learning With Transformers

(2022) Wendeng Hu et al.   Translational Vision Science & Technology

Hospital-based study of risk factors associated with development of myopic macular neovascularization in highly myopic eyes

(2022) Ran Du et al.   OPHTHALMIC RESEARCH

Automatic prediction of treatment outcomes in patients with diabetic macular edema using ensemble machine learning

(2021) Baoyi Liu et al.   Annals of Translational Medicine

Longtime Vision Function Prediction in Childhood Cataract Patients Based on Optical Coherence Tomography Images

(2021) Yifan Xiang et al.   Frontiers in Bioengineering and Biotechnology

Artificial intelligence in myopia: current and future trends

(2021) Li Lian Foo et al.   CURRENT OPINION IN OPHTHALMOLOGY

An Optical Coherence Tomography-Based Deep Learning Algorithm for Visual Acuity Prediction of Highly Myopic Eyes After Cataract Surgery

(2021) Ling Wei et al.   Frontiers in Cell and Developmental Biology

Using Artificial Intelligence and Novel Polynomials to Predict Subjective Refraction

(2020) Radhika Rampat et al.   Scientific Reports

Development of Deep Learning Models to Predict Best-Corrected Visual Acuity from Optical Coherence Tomography

(2020) Michael G. Kawczynski et al.   Translational Vision Science & Technology

A machine learning-based algorithm used to estimate the physiological elongation of ocular axial length in myopic children

(2020) Tao Tang et al.   Eye and Vision

Assessing Glaucoma Progression Using Machine Learning Trained on Longitudinal Visual Field and Clinical Data

(2020) Avyuk Dixit et al.   OPHTHALMOLOGY

Progression of Myopic Maculopathy during 18-Year Follow-up

(2018) Yuxin Fang et al.   OPHTHALMOLOGY

Ten-Year Progression of Myopic Maculopathy

(2018) Yan Ni Yan et al.   OPHTHALMOLOGY

Posterior staphyloma in pathologic myopia

(2018) Kyoko Ohno-Matsui et al.   PROGRESS IN RETINAL AND EYE RESEARCH

Global Prevalence of Myopia and High Myopia and Temporal Trends from 2000 through 2050

(2016) Brien A. Holden et al.   OPHTHALMOLOGY

Updates of pathologic myopia

(2016) Kyoko Ohno-Matsui et al.   PROGRESS IN RETINAL AND EYE RESEARCH

The precision–recall curve overcame the optimism of the receiver operating characteristic curve in rare diseases

(2015) Brice Ozenne et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

(2015) G. S. Collins et al.   BMJ-British Medical Journal

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

(2015) G. S. Collins et al.   BMJ-British Medical Journal

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Epidemiology and Disease Burden of Pathologic Myopia and Myopic Choroidal Neovascularization: An Evidence-Based Systematic Review

(2013) Tien Y. Wong et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Myopia, an underrated global challenge to vision: where the current data takes us on myopia control

(2013) B Holden et al.   EYE

A general and simple method for obtainingR2from generalized linear mixed-effects models

(2012) Shinichi Nakagawa et al.   Methods in Ecology and Evolution

Multiple imputation using chained equations: Issues and guidance for practice

(2010) Ian R. White et al.   STATISTICS IN MEDICINE