Convolutional neural network (CNN) correctly predicted effect of an ASD deletion on chromatin contacts. Predicted (left) and experimental (right) contact frequency maps for the reference genome (top), reference genome with the 23 kb Chromosome 10 deletion (middle), and the difference between the two (bottom). Genes in the corresponding ∼917 kb region are shown below maps. Arrows point to two regions with changes in contact.