Traditionally, medicine relies on the patient's examination, medical history and available clinical parameters for the diagnosis of diseases and the selection of treatments. However, this practice is currently evolving with the emergence of new imaging techniques and high-throughput molecular sequencing that generate a large amounts of data per patient. These data can be converted to relevant clinical information allowing patient stratification and the deciphering of pathological mechanisms, thus advancing in the paradigm of personalized medicine.