Bernard Ng

Disease relevance and replicability of deep learning gene expression prediction

Recent deep learning (DL) models predict average gene expression levels from DNA sequences with high overall correlation to measured values. We examine these DL models through the lens of disease research. The seemingly high overall performance of DL models is largely due to capturing whether genes are “On” or “Off”, a...