Bioinformatics | Systems Biology MARML: Motif-Aware Deep Representation Learning in Multilayer Networks. December 19, 2023
Bioinformatics | Metabolomics | Systems Biology Inferring Metabolic States from Single Cell Transcriptomic Data via Geometric Deep Learning. December 18, 2023
Immunology | Oncology | Systems Biology Single-cell spatial metabolomics with cell-type specific protein profiling for tissue systems biology. December 12, 2023
Biomedical Research | Clinical Chemistry | Systems Biology The Emerging Potential of Advanced Targeted Mass Spectrometry to Become a Routine Tool for Protein Quantification in Biomedical Research. December 9, 2023
Bioinformatics | Systems Biology Reconstructing Kinetic Models for Dynamical Studies of Metabolism using Generative Adversarial Networks. October 4, 2023
Biopharma | Systems Biology Hybrid deep modeling of a CHO-K1 fed-batch process: combining first-principles with deep neural networks. September 25, 2023
Bioinformatics | Computational Biology | Systems Biology An introduction to representation learning for single-cell data analysis. September 6, 2023
Biomedical Informatics | Computational Biology | Systems Biology Multimodal deep learning approaches for single-cell multi-omics data integration. August 31, 2023
Bioinformatics | Machine Learning | Systems Biology Prediction of metabolite-protein interactions based on integration of machine learning and constraint-based modeling. July 31, 2023
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