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In this work, we propose to analyze the potential of a new type of pharmacophoric descriptors coupled to a novel feature transformation technique, called Weight‐Matrix Learning (WML, based on a feed‐forward neural network). The application concerns virtual screening on a tyrosine kinase named BCR‐ABL. First, the compounds were described using three different families of descriptors: our new pharmacophoric...
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