In the determination of the positive judgment value, the patient enrollment status and the histological type, pathological stage, and differentiation status of esophageal cancer are shown in Tables 2.1 and 2.3; in the validation of the positive judgment value, the patient enrollment status and the histological type, pathological stage, and differentiation status of esophageal cancer are shown in Tables 3.5 and 3.7.