BioinformaticsLecture notes in computer sciencePeer-reviewed
Multi-task learning uncovers robust translation cis-regulatory features
Weizhong Zheng, John H.C. Fong, Yuk Kei Wan…·Joshua W. K. Ho
This paper develops MTtrans, a multi-task learning model that identifies robust, generalizable cis-regulatory motifs in 5' UTRs by integrating diverse datasets, showing improved accuracy and cross-species transferability.