Bioinformatics | Genomics Evaluation and optimization of sequence-based gene regulatory deep learning models. February 26, 2024
Bioinformatics | Pharmacology Dual Representation Learning for Predicting Drug-side Effect Frequency using Protein Target Information. January 19, 2024
Bioinformatics | Molecular Biology | Pulmonology GOAT: Gene-level biomarker discovery from multi-Omics data using graph ATtention neural network for eosinophilic asthma subtype. September 23, 2023
Bioinformatics | Chemistry | Drug Discovery Exploring chemical space for lead identification by propagating on chemical similarity network. September 8, 2023
Bioinformatics | Pharmacology | Precision Medicine Improved drug response prediction by drug target data integration via network-based profiling. February 8, 2023
Drug Discovery | Pharmacology Supervised chemical graph mining improves drug-induced liver injury prediction. January 19, 2023
Bioinformatics | Epigenetics | Genetics Learning the histone codes with large genomic windows and three-dimensional chromatin interactions using transformer. November 6, 2022
Bioinformatics | Computational Biology | Precision Medicine A Survey on Computational Methods for Investigation on ncRNA-Disease Association through the Mode of Action Perspective. October 19, 2022
Bioinformatics | Chemistry | Drug Discovery On modeling and utilizing chemical compound information with deep learning technologies: A task-oriented approach. September 2, 2022
Bioinformatics | Epidemiology | Infectious Diseases AutoCoV: tracking the early spread of COVID-19 in terms of the spatial and temporal patterns from embedding space by K-mer based deep learning. April 26, 2022
Bioinformatics | Computational Biology Knowledge-guided artificial intelligence technologies for decoding complex multiomics interactions in cells. November 30, 2021
Bioinformatics | Computational Biology | Proteomics Deep hierarchical embedding for simultaneous modeling of GPCR proteins in a unified metric space. May 6, 2021