The concept of precision medicine refers to strategies that are designed to provide prevention and treatment based on the characteristics of each patient and the disease. One of the fields where the process of personalization has been very successful is oncology. The path between theory and clinical practice is, however, long and might be shortened by switching methodology, diagnostics, data collection and analysis, and placing a focus on patient-centered care.