ALK and cancer: This model was built using the mRMR FS method followed by the GLM classifier and included 32 features addressing socioeconomic level, baseline conditions, primary symptom, performance status, tumor characterization, ALK expression, outcomes of pulmonary function tests, family cancer history, QoL, and RT dose at lungs and esophagus.