Machine Learning-Based Integration of Metabolomics Characterisation Predicts Progression of Myopic Retinopathy in Children and Adolescents

Predictors of myopic macular degeneration in a 12-year longitudinal study of Singapore adults with myopia

(2022) Li Lian Foo et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

Metabolomics facilitates the discovery of metabolic profiles and pathways for myopia: A systematic review

(2022) Xiao-Wen Hou et al.   EYE

Role of corneal radius of curvature in early identification of fundus tessellation in children with low myopia

(2022) Wei Gong et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

Metabolomics and Biomarkers in Retinal and Choroidal Vascular Diseases

(2022) Xiao-Wen Hou et al.   Metabolites

Prevalence of fundus tessellation and its associated factors in Chinese children and adolescents with high myopia

(2021) Tianyu Cheng et al.   ACTA OPHTHALMOLOGICA

Unsupervised random forests

(2021) Alejandro Mantero et al.   Statistical Analysis and Data Mining

Automatic identification of myopic maculopathy related imaging features in optic disc region via machine learning methods

(2021) Yuchen Du et al.   Journal of Translational Medicine

Ocular growth and metabolomics are dependent upon the spectral content of ambient white light

(2021) Raymond P. Najjar et al.   Scientific Reports

Comparing machine learning algorithms for predicting ICU admission and mortality in COVID-19

(2021) Sonu Subudhi et al.   npj Digital Medicine

Prevalence of Myopic Macular Features in Dutch Individuals of European Ancestry With High Myopia

(2021) Annechien E. G. Haarman et al.   JAMA Ophthalmology

Outlier detection and robust variable selection via the penalized weighted LAD-LASSO method

(2020) Yunlu Jiang et al.   JOURNAL OF APPLIED STATISTICS

Serum metabolic signatures of high myopia among older Chinese adults

(2020) Chaofu Ke et al.   EYE

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

Automated diagnosis and quantitative analysis of plus disease in retinopathy of prematurity based on deep convolutional neural networks

(2019) Jianbo Mao et al.   ACTA OPHTHALMOLOGICA

Longitudinal Changes in Disc and Retinal Lesions Among Highly Myopic Adolescents in Singapore Over a 10-Year Period

(2018) Yee-Ling Wong et al.   Eye & Contact Lens-Science and Clinical Practice

Ten-Year Progression of Myopic Maculopathy

(2018) Yan Ni Yan et al.   OPHTHALMOLOGY

Long-term Progression and Risk Factors of Fundus Tessellation in the Beijing Eye Study

(2018) Yan Ni Yan et al.   Scientific Reports

Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data

(2018) Simon Klau et al.   BMC BIOINFORMATICS

Efficacy of a Deep Learning System for Detecting Glaucomatous Optic Neuropathy Based on Color Fundus Photographs

(2018) Donald C. Hood et al.   OPHTHALMOLOGY

DeepSeeNet: A Deep Learning Model for Automated Classification of Patient-based Age-related Macular Degeneration Severity from Color Fundus Photographs

(2018) Yifan Peng et al.   OPHTHALMOLOGY

Prediction of myopia development among Chinese school-aged children using refraction data from electronic medical records: A retrospective, multicentre machine learning study

(2018) Haotian Lin et al.   PLOS MEDICINE

Identification of lncRNAs involved in biological regulation in early age-related macular degeneration

(2017) Wei Zhu et al.   International Journal of Nanomedicine

The impact of oxidative stress and inflammation on RPE degeneration in non-neovascular AMD

(2017) Sayantan Datta et al.   PROGRESS IN RETINAL AND EYE RESEARCH

Association Between Myopia, Ultraviolet B Radiation Exposure, Serum Vitamin D Concentrations, and Genetic Polymorphisms in Vitamin D Metabolic Pathways in a Multicountry European Study

(2017) Katie M. Williams et al.   JAMA Ophthalmology

Low serum vitamin D is associated with axial length and risk of myopia in young children

(2016) J. Willem L. Tideman et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Purinergic signaling in retinal degeneration and regeneration

(2016) Andreas Reichenbach et al.   NEUROPHARMACOLOGY

Peripapillary Diffuse Chorioretinal Atrophy in Children as a Sign of Eventual Pathologic Myopia in Adults

(2016) Tae Yokoi et al.   OPHTHALMOLOGY

Nomogram for Preoperative Estimation of Microvascular Invasion Risk in Hepatitis B Virus–Related Hepatocellular Carcinoma Within the Milan Criteria

(2016) Zhengqing Lei et al.   JAMA Surgery

International Photographic Classification and Grading System for Myopic Maculopathy

(2015) Kyoko Ohno-Matsui et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Nomograms in oncology: more than meets the eye

(2015) Vinod P Balachandran et al.   LANCET ONCOLOGY

Fundus Tessellation: Prevalence and Associated Factors

(2015) Yan Ni Yan et al.   OPHTHALMOLOGY

Myopia in Young Adults Is Inversely Related to an Objective Marker of Ocular Sun Exposure: The Western Australian Raine Cohort Study

(2014) Charlotte M. McKnight et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Refractive Error, Visual Acuity and Causes of Vision Loss in Children in Shandong, China. The Shandong Children Eye Study

(2013) Jian Feng Wu et al.   PLoS One

Class-imbalanced classifiers for high-dimensional data

(2012) W.-J. Lin et al.   BRIEFINGS IN BIOINFORMATICS

Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry

(2011) Warwick B Dunn et al.   Nature Protocols

Myopia-Related Optic Disc and Retinal Changes in Adolescent Children from Singapore

(2011) Chameen Samarawickrama et al.   OPHTHALMOLOGY

Causes and 3-year-incidence of blindness in Jing-An District, Shanghai, China 2001-2009

(2011) Liangcheng Wu et al.   BMC Ophthalmology

Class prediction for high-dimensional class-imbalanced data

(2010) Rok Blagus et al.   BMC BIOINFORMATICS

Long-term Pattern of Progression of Myopic Maculopathy

(2010) Kengo Hayashi et al.   OPHTHALMOLOGY

FiehnLib: Mass Spectral and Retention Index Libraries for Metabolomics Based on Quadrupole and Time-of-Flight Gas Chromatography/Mass Spectrometry

(2009) Tobias Kind et al.   ANALYTICAL CHEMISTRY

Outdoor activity and myopia in Singapore teenage children

(2009) M Dirani et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

Proline: a multifunctional amino acid

(2009) László Szabados et al.   TRENDS IN PLANT SCIENCE