Bioinformatics | Computational Biology DeepGRN: prediction of transcription factor binding site across cell-types using attention-based deep neural networks. February 1, 2021
Other Self-organizing maps with variable neighborhoods facilitate learning of chromatin accessibility signal shapes associated with regulatory elements. January 31, 2021
Bioinformatics | Protein structure prediction DeepDist: real-value inter-residue distance prediction with deep residual convolutional network. January 26, 2021
Bioinformatics | Computational Biology | Genetics Mining influential genes based on deep learning. January 23, 2021
Computational Drug Repositioning | Pharmaceutical research SNF-NN: computational method to predict drug-disease interactions using similarity network fusion and neural networks. January 23, 2021
Other DeepLPI: a multimodal deep learning method for predicting the interactions between lncRNAs and protein isoforms. January 19, 2021
Pathology | Radiology PyConvU-Net: a lightweight and multiscale network for biomedical image segmentation. January 8, 2021
Bioinformatics | Pharmacology Modeling drug mechanism of action with large scale gene-expression profiles using GPAR, an artificial intelligence platform. January 8, 2021
Bioinformatics | Deep Learning | Immunology MATHLA: a robust framework for HLA-peptide binding prediction integrating bidirectional LSTM and multiple head attention mechanism. January 7, 2021
Biochemistry | Structural Biology Auto3DCryoMap: an automated particle alignment approach for 3D cryo-EM density map reconstruction. December 29, 2020
Biomedicine | Natural Language Processing Dependency parsing of biomedical text with BERT. December 29, 2020
Bioinformatics | Biomedical Science BioRel: towards large-scale biomedical relation extraction. December 16, 2020