ALK and neoplasm: This model was built upon an mRMR FS method followed by a GLM classifier trained with 19 features describing patient’s socioeconomic level, primary symptoms, previous conditions (dysphagia), a PET history record, tumor TNM, ALK expression, familial cancer history, QoL, and GTV.