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We Need Better Benchmarks for Machine Learning in Drug Discovery

Practical Cheminformatics

Most pharmaceutical compounds tend to have solubilities somewhere between 1 and 500 µM. Assays are typically run within this relatively narrow range spanning 2.5 Over the last 40 years, the pharmaceutical industry has developed a wide range of invitro and invivo assays for assessing the safety of drug candidates.

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