Specifically, we intend to prospectively validate the capability of Oncogenic FAIME Features of HNSCC to predict survival in a cohort of HNSCC patients treated with a) cytotoxic chemotherapy (e.g. induction chemotherapy), b) radiation, and/or c) an EGFR inhibitor. The gene discussed is EGFR; the disease is head and neck squamous cell carcinoma.