Ying-Hao Fu

KNOT: a knockoff-augmented neural network for identifying risk variants and epistatic interactions in family-based association studies

While deep learning has recently been used for identifying risk variants in genome-wide association studies, its stochastic nature and the complex correlation within genetic data have posed significant challenges for deep-learning-based methods to pinpoint risk variants. We introduce KNOT, a knockoff-augmented neural...