AIMC Topic: Receptors, Leukotriene

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Classification models and SAR analysis on CysLT1 receptor antagonists using machine learning algorithms.

Molecular diversity Feb 3, 2021
Cysteinyl leukotrienes 1 (CysLT1) receptor is a promising drug target for rhinitis or other allergic diseases. In our study, we built classification models to predict bioactivities of CysLT1 receptor antagonists. We built a dataset with 503 CysLT1 re...
Machine Learning Algorithms Reproducibility of Results Drug Discovery ROC Curve Protein Binding Models, Molecular Molecular Structure Quantitative Structure-Activity Relationship Binding Sites Cheminformatics Leukotriene Antagonists Receptors, Leukotriene
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