Bioinformatics | Computational Biology | Genetics EPI-Trans: an effective transformer-based deep learning model for enhancer promoter interaction prediction. June 18, 2024
Bioinformatics | Drug Discovery | Pharmacology MOASL: Predicting drug mechanism of actions through similarity learning with transcriptomic signature. December 17, 2023
Pharmacology A general hypergraph learning algorithm for drug multi-task predictions in micro-to-macro biomedical networks. November 13, 2023
Bioinformatics | Computational Chemistry | Pharmacology Pre-Training of Equivariant Graph Matching Networks with Conformation Flexibility for Drug Binding. October 6, 2022
Oncology | Pharmacology | Precision Medicine DeepTTA: a transformer-based model for predicting cancer drug response. March 29, 2022
Bioinformatics | Computational Biology preMLI: a pre-trained method to uncover microRNA-lncRNA potential interactions. December 1, 2021
Bioinformatics | Computational Biology A novel antibacterial peptide recognition algorithm based on BERT. May 26, 2021
Bioinformatics | Computational Biology | Genetics Predicting enhancer-promoter interactions by deep learning and matching heuristic. October 23, 2020
Bioinformatics | Biology | Computational Biology Application of deep learning methods in biological networks. May 4, 2020
Bioinformatics | Computational Biology | Genomics Identifying enhancer-promoter interactions with neural network based on pre-trained DNA vectors and attention mechanism. October 7, 2019
Bioinformatics | Neurology | Pharmacology deepDR: A network-based deep learning approach to in silico drug repositioning. May 22, 2019