Bioinformatics | Computer Science | Pharmacology EMPDTA: An End-to-End Multimodal Representation Learning Framework with Pocket Online Detection for Drug-Target Affinity Prediction. June 27, 2024
Bioinformatics | Drug Discovery | Pharmacology FMCA-DTI: A Fragment-oriented method based on a Multihead Cross Attention mechanism to improve Drug-Target Interaction prediction. May 29, 2024
Bioinformatics | Machine Learning | Pharmacology Prediction of Drug-Target Affinity Using Attention Neural Network. May 25, 2024
Computer Science | Pharmacology MolLoG: A Molecular Level Interpretability Model Bridging Local to Global for Predicting Drug Target Interactions. May 6, 2024
Bioinformatics | Machine Learning | Pharmacology A review of machine learning-based methods for predicting drug-target interactions. April 16, 2024
Bioinformatics | Machine Learning | Pharmacology BINDTI: A bi-directional Intention network for drug-target interaction identification based on attention mechanisms. March 8, 2024
Bioinformatics | Computational Biology | Pharmaceutical Sciences Drug-target Affinity Prediction by Molecule Secondary Structure Representation Network. February 27, 2024
Bioinformatics | Computational Biology | Drug Discovery SAGDTI: self-attention and graph neural network with multiple information representations for the prediction of drug-target interactions. January 29, 2024
Bioinformatics | Machine Learning | Pharmacology Prediction of Drug-Target Interactions with High-Quality Negative Samples and A Network-Based Deep Learning Framework. January 16, 2024
Bioinformatics | Drug Discovery | Pharmacology HyperPCM: Robust Task-Conditioned Modeling of Drug-Target Interactions. January 8, 2024
Bioinformatics | Computational Biology | Pharmacology TeM-DTBA: time-efficient drug target binding affinity prediction using multiple modalities with Lasso feature selection. September 30, 2023
Bioinformatics | Pharmacology AMMVF-DTI: A Novel Model Predicting Drug-Target Interactions Based on Attention Mechanism and Multi-View Fusion. September 28, 2023