We investigated the ability of several computer programs to detect lead hops that had been reported to result from pharmacophore searching. None of the methods identified all of these lead hops and some were not found by any program. The methods that performed the best identified different lead hops. Hence, we have deployed a lead hopping application that uses belief theory to combine the results of ROCS, Daylight, and ECFP_6 similarities.
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Martin et al. (2009) studied this question.
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