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
Health Informatics | Medical Informatics Retrieve and rerank for automated ICD coding via Contrastive Learning. May 21, 2023
Bioinformatics | Computational Biology | Molecular Biology CRMSS: predicting circRNA-RBP binding sites based on multi-scale characterizing sequence and structure features. December 13, 2022
Bioinformatics | Drug Discovery | Pharmacology GIFDTI: Prediction of drug-target interactions based on global molecular and intermolecular interaction representation learning. November 29, 2022
Bioinformatics | Computational Biology | Genetics A deep learning framework for predicting protein functions with co-occurrence of GO terms. April 27, 2022
Bioinformatics | Drug Development | Pharmacology AttentionDTA: drug-target binding affinity prediction by sequence-based deep learning with attention mechanism. April 26, 2022
Bioinformatics | Pharmacology BACPI: a bi-directional attention neural network for compound-protein interaction and binding affinity prediction. January 19, 2022
Bioinformatics | Computational Biology Accurate Prediction of Human Essential Proteins Using Ensemble Deep Learning. October 26, 2021
Pharmacology A novel graph attention model for predicting frequencies of drug-side effects from multi-view data. July 2, 2021
Bioinformatics | Drug Discovery | Pharmacology DeepDTAF: a deep learning method to predict protein-ligand binding affinity. April 9, 2021
Biomedical Informatics | Computational Biology | Drug Development Biomedical data and deep learning computational models for predicting compound-protein relations. March 26, 2021