Drug Safety Evaluation | Pharmacology Advancing Adverse Drug Reaction Prediction with Deep Chemical Language Model for Drug Safety Evaluation. April 27, 2024
COVID-19 Therapy | Drug Repurposing | Pharmacology Attention Mechanism-Based Graph Neural Network Model for Effective Activity Prediction of SARS-CoV-2 Main Protease Inhibitors: Application to Drug Repurposing as Potential COVID-19 Therapy. November 14, 2023
Bioinformatics | Genomics | Oncology Attention-based deep clustering method for scRNA-seq cell type identification. November 10, 2023
Bioinformatics | Genomics | Oncology Multi-omics integration analysis of GPCRs in pan-cancer to uncover inter-omics relationships and potential driver genes. May 18, 2023
Bioinformatics | Drug Development | Pharmacology A consensual machine-learning-assisted QSAR model for effective bioactivity prediction of xanthine oxidase inhibitors using molecular fingerprints. April 12, 2023
Bioinformatics | Biological sequence classification layerUMAP: A tool for visualizing and understanding deep learning models in biological sequence classification using UMAP. November 25, 2022
Other Multi-model predictive analysis of RNA solvent accessibility based on modified residual attention mechanism. October 28, 2022
Pathology A Transfer-Learning-Based Deep Convolutional Neural Network for Predicting Leukemia-Related Phosphorylation Sites from Protein Primary Sequences. February 15, 2022
Material Science | Pharmaceutical Chemistry Coupling complementary strategy to flexible graph neural network for quick discovery of coformer in diverse co-crystal materials. October 13, 2021
Bioinformatics | Biomedical Informatics autoBioSeqpy: A Deep Learning Tool for the Classification of Biological Sequences. August 13, 2020
Genomics | Machine Learning | Oncology Uncovering the prognostic gene signatures for the improvement of risk stratification in cancers by using deep learning algorithm coupled with wavelet transform. May 20, 2020