Complex transcriptional behaviours are encoded in the DNA sequences of gene regulatory regions. Advances in our understanding of these behaviours have been recently gained …
HL Li, YH Pang, B Liu - Nucleic acids research, 2021 - academic.oup.com
In order to uncover the meanings of 'book of life', 155 different biological language models (BLMs) for DNA, RNA and protein sequence analysis are discussed in this study, which are …
Z Chen, P Zhao, C Li, F Li, D Xiang… - Nucleic acids …, 2021 - academic.oup.com
Sequence-based analysis and prediction are fundamental bioinformatic tasks that facilitate understanding of the sequence (-structure)-function paradigm for DNAs, RNAs and proteins …
Sorghum bicolor is a drought tolerant C4 grass used for the production of grain, forage, sugar, and lignocellulosic biomass and a genetic model for C4 grasses due to its relatively …
Z Chen, P Zhao, F Li, TT Marquez-Lago… - Briefings in …, 2020 - academic.oup.com
With the explosive growth of biological sequences generated in the post-genomic era, one of the most challenging problems in bioinformatics and computational biology is to …
B Liu, F Liu, X Wang, J Chen, L Fang… - Nucleic acids …, 2015 - academic.oup.com
With the avalanche of biological sequences generated in the post-genomic age, one of the most challenging problems in computational biology is how to effectively formulate the …
Y Yang, H Lv, N Chen - Artificial Intelligence Review, 2023 - Springer
Due to the dominant position of deep learning (mostly deep neural networks) in various artificial intelligence applications, recently, ensemble learning based on deep neural …
B Liu - Briefings in bioinformatics, 2019 - academic.oup.com
With the avalanche of biological sequences generated in the post-genomic age, one of the most challenging problems is how to computationally analyze their structures and functions …
JJ Michaelson, Y Shi, M Gujral, H Zheng, D Malhotra… - Cell, 2012 - cell.com
De novo mutation plays an important role in autism spectrum disorders (ASDs). Notably, pathogenic copy number variants (CNVs) are characterized by high mutation rates. We …