Bioinformatics | Medical Informatics | Microbiology MicroPheno: predicting environments and host phenotypes from 16S rRNA gene sequencing using a k-mer based representation of shallow sub-samples. February 20, 2019
Bioinformatics | Computational Biology Protein threading using residue co-variation and deep learning. February 20, 2019
Bioinformatics | Computational Biology Convolutional neural networks for classification of alignments of non-coding RNA sequences. February 20, 2019
Bioinformatics | Molecular Biology DeepFam: deep learning based alignment-free method for protein family modeling and prediction. February 20, 2019
Bioinformatics | Genetics COSSMO: predicting competitive alternative splice site selection using deep learning. February 20, 2019
Bioinformatics | Drug Discovery | Pharmacology WDL-RF: predicting bioactivities of ligand molecules acting with G protein-coupled receptors by combining weighted deep learning and random forest. February 20, 2019
Cell Biology | Computational Biology | Image Analysis Evaluation of methods for generative modeling of cell and nuclear shape. February 8, 2019
Bioinformatics | Drug Discovery Compound-protein interaction prediction with end-to-end learning of neural networks for graphs and sequences. January 16, 2019
Bioinformatics | Chemistry | Pharmacology LigVoxel: inpainting binding pockets using 3D-convolutional neural networks. January 16, 2019
Bioinformatics | Genomics | Machine Learning A Simple Convolutional Neural Network for Prediction of Enhancer-Promoter Interactions with DNA Sequence Data. January 16, 2019
Functional Genomics | Genomics | Population Genetics SNPDelScore: combining multiple methods to score deleterious effects of noncoding mutations in the human genome. January 15, 2019
Bioinformatics | Computational Biology DeepPhos: prediction of protein phosphorylation sites with deep learning. January 2, 2019