Bioinformatics | Pharmacology | Systems Biology | Virology Genetic and Epigenetic Host-Virus Network to Investigate Pathogenesis and Identify Biomarkers for Drug Repurposing of Human Respiratory Syncytial Virus via Real-World Two-Side RNA-Seq Data: Systems Biology and Deep-Learning Approach. June 28, 2023
Bioinformatics | Metabolomics | Systems Biology An integrated deep learning framework for the interpretation of untargeted metabolomics data. June 27, 2023
Bioinformatics | Computational Biology | Systems Biology MPI-VGAE: protein-metabolite enzymatic reaction link learning by variational graph autoencoders. May 24, 2023
Bioinformatics | Systems Biology Teasing out missing reactions in genome-scale metabolic networks through hypergraph learning. May 15, 2023
Pharmacology | Systems Biology Hierarchical multi-omics data integration and modeling predict cell-specific chemical proteomics and drug responses. May 9, 2023
Bioinformatics | Computational Biology | Systems Biology Harnessing Deep Learning for Omics in an Era of COVID-19. April 12, 2023
Bioinformatics | Systems Biology STGRNS: An interpretable Transformer-based method for inferring gene regulatory networks from single-cell transcriptomic data. April 2, 2023
Genetics | Proteomics | Systems Biology Deep next-generation proteomics and network analysis reveal systemic and tissue-specific patterns in Fabry disease. March 2, 2023
Bioinformatics | Genomics | Systems Biology Structure Primed Embedding on the Transcription Factor Manifold Enables Transparent Model Architectures for Gene Regulatory Network and Latent Activity Inference. February 13, 2023
Immunology | Infectious Diseases | Systems Biology An integrative systems biology view of host-pathogen interactions: The regulation of immunity and homeostasis is concomitant, flexible, and smart. February 10, 2023
Bioinformatics | Metabolism | Systems Biology Biclique extension as an effective approach to identify missing links in metabolic compound-protein interaction networks. January 26, 2023
Bioinformatics | Systems Biology Optimal Recursive Expert-Enabled Inference in Regulatory Networks. January 16, 2023