Self-supervised learning for DNA sequences with circular dilated convolutional networks
Lei Cheng, Tong Yu, Tero A. Aittokallio, Jukka Corander, Ruslan Khalitov, Zhirong Yang
The paper introduces a self-supervised deep learning framework for DNA sequence analysis that improves variant effect prediction and open chromatin region prediction across human and plant genomes.
Neural Networks · Dec 2, 2023Peer-reviewedBioinformatics