Biotechnology | Pharmacology Antibody design using deep learning: from sequence and structure design to affinity maturation. July 3, 2024
Bioinformatics | Biotechnology AttABseq: an attention-based deep learning prediction method for antigen-antibody binding affinity changes based on protein sequences. July 3, 2024
Bioinformatics | Computational Biology | Genomics Comprehensive single-cell RNA-seq analysis using deep interpretable generative modeling guided by biological hierarchy knowledge. July 3, 2024
Bioinformatics | Biotechnology | Enzymology ifDEEPre: large protein language-based deep learning enables interpretable and fast predictions of enzyme commission numbers. June 28, 2024
Bioinformatics | Pharmacology TP-LMMSG: a peptide prediction graph neural network incorporating flexible amino acid property representation. June 26, 2024
Immunology | Oncology | Vaccinology HLAIImaster: a deep learning method with adaptive domain knowledge predicts HLA II neoepitope immunogenic responses. June 26, 2024
Bioinformatics | Machine Learning | Pharmacology Hierarchical multimodal self-attention-based graph neural network for DTI prediction. June 26, 2024
Drug Discovery | Molecular Biology | Pharmacology Morphological profiling for drug discovery in the era of deep learning. June 17, 2024
Bioinformatics | Computational Biology | Molecular Biology sincFold: end-to-end learning of short- and long-range interactions in RNA secondary structure. June 10, 2024
Bioinformatics | Computational Biology | Genomics HiCDiff: single-cell Hi-C data denoising with diffusion models. June 10, 2024
Bioinformatics | Computational Biology | Molecular Biology Improved prediction of DNA and RNA binding proteins with deep learning models. June 10, 2024
Bioinformatics | Computational Biology | Molecular Biology Spatiotemporal constrained RNA-protein heterogeneous network for protein complex identification. June 10, 2024