Bioinformatics | Pharmacology LGBMDF: A cascade forest framework with LightGBM for predicting drug-target interactions. January 23, 2023
Bioinformatics | Drug Discovery | Pharmacology GIFDTI: Prediction of drug-target interactions based on global molecular and intermolecular interaction representation learning. November 29, 2022
Artificial Intelligence | Drug Discovery Deep learning in drug discovery: an integrative review and future challenges. November 23, 2022
Bioinformatics | Machine Learning | Pharmacology ICAN: Interpretable cross-attention network for identifying drug and target protein interactions. October 28, 2022
Machine Learning | Pharmacology Modeling DTA by Combining Multiple-Instance Learning with a Private-Public Mechanism. October 19, 2022
Bioinformatics | Computational Biology | Pharmacology MHADTI: predicting drug-target interactions via multiview heterogeneous information network embedding with hierarchical attention mechanisms. October 15, 2022
Bioinformatics | Drug Discovery | Pharmacology Predicting Drug-Target Interactions via Dual-Stream Graph Neural Network. September 8, 2022
Machine Learning | Pharmacology Reciprocal perspective as a super learner improves drug-target interaction prediction (MUSDTI). August 2, 2022
Computational Biology | Pharmacology Matrix factorization with denoising autoencoders for prediction of drug-target interactions. July 23, 2022
Bioinformatics | Pharmacology MSPEDTI: Prediction of Drug-Target Interactions via Molecular Structure with Protein Evolutionary Information. July 16, 2022
Bioinformatics | Computational Biology | Pharmacology Deep Neural Network-Assisted Drug Recommendation Systems for Identifying Potential Drug-Target Interactions. July 16, 2022
Bioinformatics | Drug Discovery | Pharmacology DTITR: End-to-end drug-target binding affinity prediction with transformers. July 1, 2022