Bioinformatics | Genomics Transformer for one stop interpretable cell type annotation. January 14, 2023
Computational Biology | Genomics scDCCA: deep contrastive clustering for single-cell RNA-seq data based on auto-encoder network. January 11, 2023
Bioinformatics | Genomics | Oncology Single-cell gene regulatory network prediction by explainable AI. January 11, 2023
Bioinformatics | Genomics | Statistical Genetics DeLIVR: a deep learning approach to IV regression for testing nonlinear causal effects in transcriptome-wide association studies. January 7, 2023
Bioinformatics | Computational Biology | Genomics Single-cell multi-omics integration for unpaired data by a siamese network with graph-based contrastive loss. January 4, 2023
Endocrinology | Genomics | Pharmacology Discovery of drug-omics associations in type 2 diabetes with generative deep-learning models. January 2, 2023
Bioinformatics | Genomics | Machine Learning Predicting gene expression from histone modifications with self-attention based neural networks and transfer learning. January 2, 2023
Bioinformatics | Genomics | Systems Biology Inferring gene regulatory networks from single-cell gene expression data via deep multi-view contrastive learning. December 31, 2022
Bioinformatics | Computational Biology | Genomics Benchmarking automated cell type annotation tools for single-cell ATAC-seq data. December 30, 2022
Bioinformatics | Genomics Accurate and fast clade assignment via deep learning and frequency chaos game representation. December 28, 2022
Bioinformatics | Computational Biology | Genomics EVlncRNA-Dpred: improved prediction of experimentally validated lncRNAs by deep learning. December 27, 2022