Open AccessGenome-Wide Association Studies-Based Machine Learning for Prediction of Age-Related Macular Degeneration Risk
Author(s) -
Qi Yan,
Yale Jiang,
Heng Huang,
Anand Swaroop,
Emily Y. Chew,
Daniel E. Weeks,
Wei Chen,
Ying Ding
Publication year - 2021
Publication title -
translational vision science and technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.508
H-Index - 21
ISSN - 2164-2591
DOI - 10.1167/tvst.10.2.29
Subject(s) - brier score , random forest , machine learning , artificial intelligence , logistic regression , biobank , computer science , lasso (programming language) , support vector machine , macular degeneration , receiver operating characteristic , association test , regression , predictive modelling , medicine , bioinformatics , statistics , single nucleotide polymorphism , biology , genotype , mathematics , ophthalmology , gene , biochemistry , world wide web