Single
tumor marker(TM)for
cancer diagnosis with both satisfactory
sensitivity and specificity has not been found.Therefore, it is necessary to identify the
biomarkers to make the TM panel and establish the corresponding multiparameter predictive model through fuzzy
mathematics methods.Recent studies using the
big data technology showed that the integration of the
biomarkers panel and prediction score model could provide the effective and accurate
diagnosis for the
cancer patients and be in favor of making the scheme for personalized
therapy,
treatment-
monitoring and
prognosis prediction.A reliable and efficient TM score prediction model
will provide the novel perspectives and
procedures for the
diagnosis and
treatment of
cancer patients.