Personalized medicine requires the integration and processing of vast amounts of data. Here, we propose a solution to this challenge that is based on constructing Digital Twins. These are high-resolution models of individual patients that are computationally treated with thousands of drugs to find the drug that is optimal for the patient. Funding Agencies|Swedish Research CouncilSwedish Research Council; Swedish Cancer Foundation; Nordic Council; European CommissionEuropean Commission Joint Research Centre