Computational Biology | Oncology | Precision Medicine An interpretable deep learning framework for genome-informed precision oncology. July 28, 2023
Bioinformatics | Computational Biology | Genetics GDCL-NcDA: identifying non-coding RNA-disease associations via contrastive learning between deep graph learning and deep matrix factorization. July 27, 2023
Bioinformatics | Computational Biology | Machine Learning Linear-Scaling Kernels for Protein Sequences and Small Molecules Outperform Deep Learning While Providing Uncertainty Quantitation and Improved Interpretability. July 27, 2023
Bioinformatics | Computational Biology | Proteomics MSBooster: improving peptide identification rates using deep learning-based features. July 27, 2023
Computational Biology | Oncology | Pharmacology An artificial intelligence-assisted physiologically-based pharmacokinetic model to predict nanoparticle delivery to tumors in mice. July 27, 2023
Bioinformatics | Biotechnology | Computational Biology GCNfold: A novel lightweight model with valid extractors for RNA secondary structure prediction. July 24, 2023
Bioinformatics | Computational Biology | Genetics HiC4D: forecasting spatiotemporal Hi-C data with residual ConvLSTM. July 21, 2023
Computational Biology | Pharmacology | Toxicology Knowledge graph aids comprehensive explanation of drug and chemical toxicity. July 21, 2023
Biomedical imaging | Computational Biology Fast detection of slender bodies in high density microscopy data. July 19, 2023
Bioinformatics | Computational Biology LMPhosSite: A Deep Learning-Based Approach for General Protein Phosphorylation Site Prediction Using Embeddings from the Local Window Sequence and Pretrained Protein Language Model. July 17, 2023
Bioinformatics | Computational Biology | Genetics BERTwalk for integrating gene networks to predict gene- to pathway-level properties. July 14, 2023
Computational Biology | Pharmacology De novo generation of dual-target ligands for the treatment of SARS-CoV-2 using deep learning, virtual screening, and molecular dynamic simulations. July 14, 2023