Bioinformatics | Drug Discovery | Pharmacology Drug-Target Binding Affinity Prediction in a Continuous Latent Space Using Variational Autoencoders. May 20, 2024
Bioinformatics | Data Science | Pharmacology Learning long- and short-term dependencies for improving drug-target binding affinity prediction using transformer and edge contraction pooling. April 3, 2024
Bioinformatics | Machine Learning | Pharmacology GTAMP-DTA: Graph transformer combined with attention mechanism for drug-target binding affinity prediction. December 1, 2023
Chemical Biology | Pharmacology GSAML-DTA: An interpretable drug-target binding affinity prediction model based on graph neural networks with self-attention mechanism and mutual information. October 20, 2023
Artificial Intelligence | Bioinformatics | Drug Discovery | Pharmacology Drug-target binding affinity prediction using message passing neural network and self supervised learning. September 20, 2023
Bioinformatics | Drug Discovery | Pharmacology DataDTA: a multi-feature and dual-interaction aggregation framework for drug-target binding affinity prediction. September 9, 2023
Bioinformatics | Pharmacology ColdDTA: Utilizing data augmentation and attention-based feature fusion for drug-target binding affinity prediction. August 19, 2023
Drug Discovery | Pharmacology MSGNN-DTA: Multi-Scale Topological Feature Fusion Based on Graph Neural Networks for Drug-Target Binding Affinity Prediction. May 13, 2023
Artificial Intelligence | Bioinformatics | Pharmacology BiComp-DTA: Drug-target binding affinity prediction through complementary biological-related and compression-based featurization approach. March 31, 2023
Bioinformatics | Pharmacology Prediction of drug protein interactions based on variable scale characteristic pyramid convolution network. February 21, 2023
Bioinformatics | Pharmacology Drug-target binding affinity prediction method based on a deep graph neural network. January 18, 2023
Bioinformatics | Pharmacology SAM-DTA: a sequence-agnostic model for drug-target binding affinity prediction. December 22, 2022