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The irony of individualized treatment for one patient is that we have to manage billions of bits of information from thousands of others, the selection of a precise cancer therapy based on a patient's molecular profile requires computer-assisted analysis of enormous molecular, clinical, patient history, and pharmacological datasets that often come from very disparate and heterogeneous data sources.