Detailed reports from four working session and a workshop on preclinical models in personalized medicine. The working sessions were dedicated to 1. Industry, 2. In silico models, 3. In vivo models and 4. In vitro models. The main workshop discussed the outline of recommendations for robust and reproducible preclinical research in personalised medicine.