The Biomedical Data Science Lab (BDSLab) is an interdisciplinary research line of the ITACA Institute at Universitat Politècnica de Valencia (UPV) committed to biomedical computer science since its creation in 2000. With more than 13 years of experience, the BDSLab focuses its research on fundamental problems in biomedical data mining by means of the advanced pattern recognition and machine learning techniques, computational prediction, and the development of tools to support healthcare professionals and their patients.