Bioinformatics | Cell Biology | Computational Biology | Genomics High-throughput single-cell RNA-seq data imputation and characterization with surrogate-assisted automated deep learning. September 23, 2021
Bioinformatics | Computational Biology | Genomics Bias-invariant RNA-sequencing metadata annotation. September 23, 2021
Bioinformatics | Genomics | Oncology Biologically informed deep neural network for prostate cancer discovery. September 23, 2021
Bioinformatics | Genomics | Population Genetics GenNet framework: interpretable deep learning for predicting phenotypes from genetic data. September 18, 2021
Bioinformatics | Genomics | Proteomics D-SCRIPT translates genome to phenome with sequence-based, structure-aware, genome-scale predictions of protein-protein interactions. September 18, 2021
Bioinformatics | Genomics | Rheumatology A network of core and subtype-specific gene expression programs in myositis. September 9, 2021
Bioinformatics | Computational Biology | Genomics scDeepSort: a pre-trained cell-type annotation method for single-cell transcriptomics using deep learning with a weighted graph neural network. September 9, 2021
Bioinformatics | Genomics Splice2Deep: An ensemble of deep convolutional neural networks for improved splice site prediction in genomic DNA. September 8, 2021
Bioinformatics | Genomics NanoCaller for accurate detection of SNPs and indels in difficult-to-map regions from long-read sequencing by haplotype-aware deep neural networks. September 7, 2021
Bioinformatics | Computational Biology | Genomics GCRFLDA: scoring lncRNA-disease associations using graph convolution matrix completion with conditional random field. September 6, 2021
Genomics DeepLINK: Deep learning inference using knockoffs with applications to genomics. September 4, 2021
Bioinformatics | Computer Science | Genomics GapPredict A Language Model for Resolving Gaps in Draft Genome Assemblies. September 3, 2021