Bioinformatics | Microbiology Bioinformatic analysis reveals the association between bacterial morphology and antibiotic resistance using light microscopy with deep learning. October 4, 2024
Computational Biology | Genetics | Molecular Biology From computational models of the splicing code to regulatory mechanisms and therapeutic implications. October 2, 2024
Genetic engineering | Synthetic Biology Integrating Deep Learning and Synthetic Biology: A Co-Design Approach for Enhancing Gene Expression via N-Terminal Coding Sequences. September 4, 2024
Biomedicine | Genetics | Molecular Biology A genome-scale deep learning model to predict gene expression changes of genetic perturbations from multiplex biological networks. September 3, 2024
Bioinformatics | Genetics | Molecular Biology An effective deep learning-based approach for splice site identification in gene expression. July 25, 2024
Bioinformatics | Molecular Biology Unraveling Spatial Domain Characterization in Spatially Resolved Transcriptomics with Robust Graph Contrastive Clustering. July 16, 2024
Bioinformatics | Machine Learning | Oncology ctGAN: combined transformation of gene expression and survival data with generative adversarial network. July 9, 2024
Bioinformatics | Genetics | Molecular Biology Reinventing gene expression connectivity through regulatory and spatial structural empowerment via principal node aggregation graph neural network. June 17, 2024
Bioinformatics | Genomics | Neurology Repairing the in situ hybridization missing data in the hippocampus region by using a 3D residual U-Net model. June 13, 2024
Bioinformatics | Computational Biology | Genomics HyperGCN: an effective deep representation learning framework for the integrative analysis of spatial transcriptomics data. June 5, 2024
Biomedical DISSECT: deep semi-supervised consistency regularization for accurate cell type fraction and gene expression estimation. April 30, 2024
Botany | Genetics Deep learning the cis-regulatory code for gene expression in selected model plants. April 25, 2024