The invention relates to the field of
biomedicine, and discloses an expiration marker combination for diagnosing oral squamous
cell carcinoma as well as application and a
screening method of the expiration marker combination. Wherein the expiration marker combination comprises 29 oral expiration markers, a scoring model is constructed through the relative content of VOC signals of the expiration markers, the scoring model can be used for evaluating the oral squamous
cell carcinoma risk of a patient, and the invention further discloses a
screening method of the expiration marker combination. According to the
screening method, a multi-
algorithm feature union set strategy is adopted, the
algorithm advantages of UTest, Boruta, LGBM, RF and the like are integrated, the limitation of a single
algorithm is overcome, and the OSCC related expiration markers are recognized to the maximum extent. The core marker screening basis is clear, the PTR-TOF-MS detection process is standard, an interpretable
verification mechanism is constructed, clinical popularization is facilitated, invasive
biopsy dependence is reduced, diagnosis efficiency and
patient compliance are improved, and important clinical and social values are achieved.