Bioinformatics | Computational Biology | Genetics Integrating convolution and self-attention improves language model of human genome for interpreting non-coding regions at base-resolution. May 10, 2022
Bioinformatics | Computational Biology | Genomics scIMC: a platform for benchmarking comparison and visualization analysis of scRNA-seq data imputation methods. May 7, 2022
Bioinformatics | Structural Biology LOMETS3: integrating deep learning and profile alignment for advanced protein template recognition and function annotation. April 14, 2022
Genetics | Molecular Biology CRISPR-Cas9 gRNA efficiency prediction: an overview of predictive tools and the role of deep learning. March 29, 2022
Bioinformatics | Genetics | Molecular Biology DNAcycP: a deep learning tool for DNA cyclizability prediction. March 15, 2022
Bioinformatics | Biomedical Informatics | Data Science AggMapNet: enhanced and explainable low-sample omics deep learning with feature-aggregated multi-channel networks. January 31, 2022
Bioinformatics | Genetics | Neurology Variational autoencoding of gene landscapes during mouse CNS development uncovers layered roles of Polycomb Repressor Complex 2. January 20, 2022
Bioinformatics | Genomics Effective and scalable single-cell data alignment with non-linear canonical correlation analysis. December 6, 2021
Bioinformatics | Genetics | Microbiology Deeplasmid: deep learning accurately separates plasmids from bacterial chromosomes. December 6, 2021
Bioinformatics | Protein Structure SCOPe: improvements to the structural classification of proteins – extended database to facilitate variant interpretation and machine learning. December 1, 2021
Bioinformatics | Computer Science | Genomics UFold: fast and accurate RNA secondary structure prediction with deep learning. November 18, 2021
Genetics | Molecular Biology Uncertainty-aware and interpretable evaluation of Cas9-gRNA and Cas12a-gRNA specificity for fully matched and partially mismatched targets with Deep Kernel Learning. November 18, 2021