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Breaking C-F bonds in drugs

Metabolite Tales Blog

In 2021, almost one third of FDA approved drugs contained at least one fluorine. This was surprising given that replacement of a phenyl with a pyrimidine and fluorination of aryl or heteroaryl rings are techniques often used to increase metabolic stability. Amaya, Rebecca Durandis, David S. Bourgeois, James A.

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We Need Better Benchmarks for Machine Learning in Drug Discovery

Practical Cheminformatics

I wrote more about the problems with this dataset in a Practical Cheminformatics post in 2018. Clintox – This dataset consists of 1483 SMILES strings and two binary labels indicating whether a molecule is an FDA-approved drug and whether a toxicity outcome has been reported. I have a few ideas.

Drugs 97