Oncology | Pharmacology Docking Score ML: Target-Specific Machine Learning Models Improving Docking-Based Virtual Screening in 155 Targets. July 3, 2024
Microbiology | Pharmacology A graph neural network approach for predicting drug susceptibility in the human microbiome. July 2, 2024
Bioinformatics | Oncology | Pharmacology DKPE-GraphSYN: a drug synergy prediction model based on joint dual kernel density estimation and positional encoding for graph representation. July 1, 2024
Genetics | Oncology | Pharmacology Novel progressive deep learning algorithm for uncovering multiple single nucleotide polymorphism interactions to predict paclitaxel clearance in patients with nonsmall cell lung cancer. July 1, 2024
Bioinformatics | Drug Discovery | Pharmacology PepExplainer: An explainable deep learning model for selection-based macrocyclic peptide bioactivity prediction and optimization. June 30, 2024
Bioinformatics | Pharmacology VmmScore: An umami peptide prediction and receptor matching program based on a deep learning approach. June 30, 2024
Bioinformatics | Drug Discovery | Pharmacology Enhancing generalizability and performance in drug-target interaction identification by integrating pharmacophore and pre-trained models. June 28, 2024
Bioinformatics | Pharmacology | Systems Biology Predicting single-cell cellular responses to perturbations using cycle consistency learning. June 28, 2024
Bioinformatics | Computer Science | Pharmacology EMPDTA: An End-to-End Multimodal Representation Learning Framework with Pocket Online Detection for Drug-Target Affinity Prediction. June 27, 2024
Bioinformatics | Oncology | Pharmacology DeepFusionCDR: Employing Multi-Omics Integration and Molecule-Specific Transformers for Enhanced Prediction of Cancer Drug Responses. June 27, 2024
Pharmacology | Traditional Chinese Medicine Rapid Mold Detection in Chinese Herbal Medicine Using Enhanced Deep Learning Technology. June 26, 2024
Bioinformatics | Pharmacology TP-LMMSG: a peptide prediction graph neural network incorporating flexible amino acid property representation. June 26, 2024