Bioinformatics | Computational Biology RNAProt: an efficient and feature-rich RNA binding protein binding site predictor. August 18, 2021
Bioinformatics | Computational Biology iGluK-Deep: computational identification of lysine glutarylation sites using deep neural networks with general pseudo amino acid compositions. August 16, 2021
Bioinformatics | Computational Biology | Molecular Biology Accurate Estimation of Solvent Accessible Surface Area for Coarse-Grained Biomolecular Structures with Deep Learning. August 12, 2021
Computational Biology | Genomics | Oncology Elucidation of dynamic microRNA regulations in cancer progression using integrative machine learning. August 10, 2021
Bioinformatics | Computational Biology CoSTA: unsupervised convolutional neural network learning for spatial transcriptomics analysis. August 10, 2021
Bioinformatics | Computational Biology | Molecular Biology iDeepSubMito: identification of protein submitochondrial localization with deep learning. August 2, 2021
Bioinformatics | Computational Biology | Proteomics Addressing data imbalance problems in ligand-binding site prediction using a variational autoencoder and a convolutional neural network. July 29, 2021
Bioinformatics | Computational Biology A General Framework to Learn Tertiary Structure for Protein Sequence Characterization. July 26, 2021
Bioinformatics | Computational Biology MCA-Net: Multi-feature coding and attention convolutional neural network for predicting lncRNA-disease association. July 20, 2021
Bioinformatics | Computational Biology | Proteomics Improving protein fold recognition using triplet network and ensemble deep learning. July 6, 2021
Bioinformatics | Computational Biology SidechainNet: An All-Atom Protein Structure Dataset for Machine Learning. July 2, 2021
Computational Biology | Genetics Deep learning connects DNA traces to transcription to reveal predictive features beyond enhancer-promoter contact. June 9, 2021