Bioinformatics | Computational Biology | Genomics A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data. October 11, 2021
Bioinformatics | Genomics A topology-preserving dimensionality reduction method for single-cell RNA-seq data using graph autoencoder. October 9, 2021
Bioinformatics | Computational Biology | Genomics scMRA: A robust deep learning method to annotate scRNA-seq data with multiple reference datasets. October 8, 2021
Bioinformatics | Genomics | Proteomics Navigating the amino acid sequence space between functional proteins using a deep learning framework. October 7, 2021
Bioinformatics | Genomics Deep learning identifies erroneous microarray-based, gene-level conclusions in literature. October 7, 2021
Computational Biology | Genomics DeepCellState: An autoencoder-based framework for predicting cell type specific transcriptional states induced by drug treatment. October 5, 2021
Artificial Intelligence | Genomics | Pharmacology | Space Medicine An Integrative Network Science and Artificial Intelligence Drug Repurposing Approach for Muscle Atrophy in Spaceflight Microgravity. October 4, 2021
Bioinformatics | Computational Biology | Genomics Assessing deep learning methods in cis-regulatory motif finding based on genomic sequencing data. October 4, 2021
Bioinformatics | Computational Biology | Genomics VEGA is an interpretable generative model for inferring biological network activity in single-cell transcriptomics. September 29, 2021
Genomics | Oncology | Precision Medicine DiaDeL: An accurate deep learning-based model with mutational signatures for predicting metastasis stage and cancer types. September 27, 2021
Bioinformatics | Genomics | Microbiology Tiara: Deep learning-based classification system for eukaryotic sequences. September 27, 2021
Bioinformatics | Computational Biology | Genomics Anomaly detection in genomic catalogues using unsupervised multi-view autoencoders. September 26, 2021