Embryology Dissecting the regulatory logic of specification and differentiation during vertebrate embryogenesis. September 10, 2024
Genetics | Synthetic Biology Iterative deep learning-design of human enhancers exploits condensed sequence grammar to achieve cell type-specificity. June 25, 2024
Gene editing | mRNA therapeutics | Pharmaceuticals Optimizing 5’UTRs for mRNA-delivered gene editing using deep learning. June 20, 2024
Developmental Biology | Genetics | Molecular Biology The regulatory landscape of 5′ UTRs in translational control during zebrafish embryogenesis. December 4, 2023
Genetics | Molecular Biology Deciphering the impact of genetic variation on human polyadenylation using APARENT2. November 6, 2022
Bioinformatics | Genomics | Structural Biology Interpreting Neural Networks for Biological Sequences by Learning Stochastic Masks. August 15, 2022
Bioinformatics | Drug design | Molecular Biology Fast activation maximization for molecular sequence design. October 21, 2021
Biotechnology | Molecular Biology | Synthetic Biology A Generative Neural Network for Maximizing Fitness and Diversity of Synthetic DNA and Protein Sequences. July 26, 2020
Genetics | Molecular Biology Human 5′ UTR design and variant effect prediction from a massively parallel translation assay. July 3, 2019
Bioinformatics | Genetics | Molecular Biology A Deep Neural Network for Predicting and Engineering Alternative Polyadenylation. June 10, 2019
Bioinformatics | Genetics | Synthetic Biology Deep learning of the regulatory grammar of yeast 5′ untranslated regions from 500,000 random sequences. November 13, 2018