What do the Glowing Molecule colours mean?
A Glowing Molecule represents the model result indicating the parts of the molecule that have the greatest influence on the…
Perfecting the use of imperfect QSAR models
In this webinar, we examine the effective use of QSAR modelling in drug discovery and discuss a variety of pain points for medicinal chemists in knowing when a model can be trusted and how to avoid common pitfalls.
Automatic QSAR model building and validation
This example explores the application of the Auto-Modeller module to build a QSAR model of potency against the Muscurinic Acetylcholine M5 receptor, based on public domain Ki data. The resulting model is applied to novel compound to predict their properties and visualise the SAR.
Shen HIA models
Access Shen HIA Models for robust predictions of human intestinal absorption. Improve drug development. Download now for enhanced bioavailability insights.
Shen BBB models
Blood-brain barrier (BBB) penetration is a measure of the ratio between the compound concentration in brain and blood. Good BBB…
HLM stability models
StarDrop™ HLM Stability Models are courtesy of Alexey Zakharov of the National Cancer Institute, National Institutes of Health, who has developed models of stability in Human liver Microsomes (HLM)
Caco-2 Model
Accelerate drug development with Caco-2 Model. Predict intestinal permeability for better absorption. Download now for improved pharmacokinetic predictions.
Gaussian processes for classification: QSAR modeling of ADMET and target activity
Summary In this study, the researchers look to solve classification quantitative structure−activity relationship (QSAR) modelling problems using Gaussian processes. They…
ADMET property prediction: The state of the art and current challenges
Summary This article discusses Quantitative Structure – Activity relationships (QSAR) methods to predict absorption, distribution, metabolism, excretion and toxicity (ADMET)…
Automatic QSAR modeling of ADME properties: blood-brain barrier penetration and aqueous solubility
Summary In this study, our researchers combined an automatic model generation process for building QSAR models with the Gaussian Processes…