CDK1 and CCNA2 as biomarkers of HB have been verified in studies (49–51), demonstrating the effectiveness and repeatability of our use of machine learning combined with biological information to screen biomarkers of HB. This evidence concerns the gene CDK1 and hemoglobin measurement.