Bioinformatics | Genomics | Proteomics Navigating the amino acid sequence space between functional proteins using a deep learning framework. October 7, 2021
Bioinformatics | Proteomics Increasing the Accuracy of Single Sequence Prediction Methods Using a Deep Semi-Supervised Learning Framework. July 2, 2021
Bioinformatics | Computational Biology The language of proteins: NLP, machine learning & protein sequences. April 26, 2021
Bioinformatics | Microbiology Deep-ABPpred: identifying antibacterial peptides in protein sequences using bidirectional LSTM with word2vec. March 30, 2021
Bioinformatics | Infectious Diseases | Medical Informatics DeepViral: prediction of novel virus-host interactions from protein sequences and infectious disease phenotypes. March 8, 2021
Bioinformatics | Genetics | Proteomics Solvent Accessibility of Residues Undergoing Pathogenic Variations in Humans: From Protein Structures to Protein Sequences. January 25, 2021
Biotechnology | Molecular Biology | Synthetic Biology A Generative Neural Network for Maximizing Fitness and Diversity of Synthetic DNA and Protein Sequences. July 26, 2020
Bioinformatics | Biology | Pharmacology Drug-Target Interaction Prediction: End-to-End Deep Learning Approach. March 6, 2020
Bioinformatics | Computational Biology | Genetics A deep learning framework for gene ontology annotations with sequence – and network-based information. January 27, 2020
Bioinformatics | Computational Biology | Proteomics Modeling aspects of the language of life through transfer-learning protein sequences. December 18, 2019