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Chang Zhang

1 paper indexed

crossrefFrontiers in Oncology2026-07-22

Systemic inflammatory biomarkers (NLR, SII, PNI and FPR) combined with CEA for predicting advanced colorectal neoplasms: development and temporal validation of a machine learning model

Chang Zhang, Shihao Wu, Liang Lu, Shui Jin

Background Chronic systemic inflammation is closely associated with the initiation and development of colorectal tumors. Biomarkers reflecting inflammatory status may help detect advanced colorectal neoplasms (ACRN), which include advanced adenoma and colorectal cancer. Neverthel…

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