Potential of GJA8 gene variants in predicting age-related cataract: A comparison of supervised machine learning methods - Zafar, Saba; Khurram, Haris; Kamran, Muhammad; Fatima, Madeeha; Parvaiz, Aqsa; Shaikh, Rehan Sadiq (PloS one, 2023)
Keywords: Age; Algorithms; Analysis; Artificial neural networks; Biology and Life Sciences; Blindness; Cataract; Cataracts; Comparative analysis; Computer and Information Sciences; Congenital diseases; Decision making; Decision trees; Development and progression; Diagnosis; Ethylenediaminetetraacetic acid; Eye lens; Genes; Genetic aspects; Health risk assessment; Health risks; Learning algorithms; Machine learning; Medical research; Medicine and Health Sciences; Medicine, Experimental; Methods; Mutation; Neural networks; Nucleotides; Ophthalmology; Perturbation; Proteins; Research and Analysis Methods; Single nucleotide polymorphisms; Single-nucleotide polymorphism; Supervised learning; Surgery; Pakistan; China; India; United Kingdom--UK