Computational Biology | Medical Genomics SSLpheno: A Self-Supervised Learning Approach for Gene-Phenotype Association Prediction Using Protein-Protein Interactions and Gene Ontology Data. November 9, 2023
Clinical Pharmacology | Pharmacovigilance Identifying the serious clinical outcomes of adverse reactions to drugs by a multi-task deep learning framework. August 24, 2023
Oncology | Pharmacology MSDRP: a deep learning model based on multi-source data for predicting drug response. August 22, 2023
Bioinformatics | Drug Discovery | Pharmacology GIFDTI: Prediction of drug-target interactions based on global molecular and intermolecular interaction representation learning. November 29, 2022
Bioinformatics | Drug Development | Pharmacology AttentionDTA: drug-target binding affinity prediction by sequence-based deep learning with attention mechanism. April 26, 2022
Health Informatics | Pharmacology A similarity-based deep learning approach for determining the frequencies of drug side effects. October 31, 2021
Bioinformatics | Computational Biology | Pharmacology HyperAttentionDTI: improving drug-protein interaction prediction by sequence-based deep learning with attention mechanism. October 19, 2021
Biomedical Informatics | Computational Biology | Drug Development Biomedical data and deep learning computational models for predicting compound-protein relations. March 26, 2021