专题:Computational Drug Discovery Methods

This cluster of papers focuses on computational methods, virtual screening, and molecular docking techniques used in drug discovery. It covers topics such as drug target identification, pharmacokinetics, chemical properties, machine learning applications, polypharmacology, and network pharmacology.
最新文献
Deep contrastive learning enables genome-wide virtual screening

article Full Text OpenAlex

The Road to Affordable Accuracy beyond Small Molecules: From Energetics toward Molecular Structures

article Full Text OpenAlex

Machine learning-guided repurposing of FDA-approved quinolones as dual cholinesterase inhibitors: A multi-level docking, molecular dynamics, DFT, and SHAP-based analysis

article Full Text OpenAlex

AI-enabled drug and molecular discovery: computational methods, platforms, and translational horizons

article Full Text OpenAlex

A Universal Augmentation Framework for Long-Range Electrostatics in Machine Learning Interatomic Potentials

article Full Text OpenAlex

Navigating the AI Frontier in Toxicology: Trends, Trust, and Transformation

article Full Text OpenAlex

Peptide-based drug design using generative AI

article Full Text OpenAlex

Benchmarking all-atom biomolecular structure prediction with FoldBench

article Full Text OpenAlex

ChEBI: re-engineered for a sustainable future

article Full Text OpenAlex

Radical-Net: A chemistry-enhanced transformer for elementary radical reactions in pollutant chemistry

article Full Text OpenAlex

近5年高被引文献
The STRING database in 2023: protein–protein association networks and functional enrichment analyses for any sequenced genome of interest

article Full Text OpenAlex 8352 FWCI633.5366

PubChem 2023 update

article Full Text OpenAlex 3064 FWCI421.2692

The Gene Ontology knowledgebase in 2023

review Full Text OpenAlex 2620 FWCI395.8055

antiSMASH 7.0: new and improved predictions for detection, regulation, chemical structures and visualisation

article Full Text OpenAlex 2148 FWCI417.6939

CB-Dock2: improved protein–ligand blind docking by integrating cavity detection, docking and homologous template fitting

article Full Text OpenAlex 1642 FWCI200.4303

Why 90% of clinical drug development fails and how to improve it?

review Full Text OpenAlex 1519 FWCI330.2745

DrugBank 6.0: the DrugBank Knowledgebase for 2024

article Full Text OpenAlex 1427 FWCI275.0488

International Journal of Pharmaceutical Sciences Review and Research

paratext Full Text OpenAlex 1313 FWCI0

ProTox 3.0: a webserver for the prediction of toxicity of chemicals

article Full Text OpenAlex 1134 FWCI384.7422

The ChEMBL Database in 2023: a drug discovery platform spanning multiple bioactivity data types and time periods

article Full Text OpenAlex 1105 FWCI214.6162