The experimental results show that the non-invasive detection model of Hb designed in this paper has strong consistency with the traditional invasive detection methods, providing a new option for clinical applications such as anemia screening and dynamic monitoring of intraoperative blood transfusion. The gene discussed is GSTM1; the disease is anemia.