Bioinformatics | Computational Biology | Pharmacology GSRF-DTI: a framework for drug-target interaction prediction based on a drug-target pair network and representation learning on a large graph. July 17, 2024
Bioinformatics | Drug Discovery | Pharmacology Enhancing generalizability and performance in drug-target interaction identification by integrating pharmacophore and pre-trained models. June 28, 2024
Pharmacology Drug-Online: an online platform for drug-target interaction, affinity, and binding sites identification using deep learning. April 19, 2024
Bioinformatics | Pharmacology CAT-DTI: cross-attention and Transformer network with domain adaptation for drug-target interaction prediction. April 2, 2024
Pharmacology iNGNN-DTI: Prediction of Drug – Target Interaction with Interpretable Nested Graph Neural Network and Pretrained Molecule Models. March 7, 2024
Bioinformatics | Computational Biology | Structural Biology EGGNet, a Generalizable Geometric Deep Learning Framework for Protein Complex Pose Scoring. February 26, 2024
Bioinformatics | Drug Discovery | Pharmacology ReGen-DTI: A novel generative drug target interaction model for predicting potential drug candidates against SARS-COV2. July 27, 2023
Bioinformatics | Drug Discovery | Pharmacology Graph-DTI: A New Model for Drug-Target Interaction Prediction Based on Heterogenous Network Graph Embedding. July 14, 2023
Bioinformatics | Drug Discovery | Pharmacology MDTips: A Multimodal-data based Drug-Target interaction prediction system fusing knowledge, gene expression profile and structural data. June 28, 2023
Bioinformatics | Computational Biology | Pharmacology A survey of drug-target interaction and affinity prediction methods via graph neural networks. June 17, 2023
Bioinformatics | Computer Science | Pharmacology BCM-DTI: A fragment-oriented method for drug-target interaction prediction using deep learning. March 16, 2023
Bioinformatics | Pharmacology | Precision Medicine Improved drug response prediction by drug target data integration via network-based profiling. February 8, 2023