1. Rationale for functional profiling in oncology; 2. Tumor models in drug screening; 3. Cell-based screening platforms for personalized medicine; 4. Drug repurposing in personalized oncomedicine; 5. Clinical applications of drug screening in oncology; 6. Conclusions and perspectives; References.