Updated: May 30, 2026

Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model
Published on: April 18, 2025
Pierre Bohanes1, Melissa J LaBonte, Thomas Winder
1Division of Medical Oncology, University of Southern California/Norris Comprehensive Cancer Center, Keck School of Medicine, Los Angeles, CA, USA.
You might also read
Articles linked to this work by shared authors, journal, and citation graph.
KRAS mutation is a key predictor for anti-EGFR therapy in colorectal cancer (CRC). This review summarizes important predictive molecular markers, including BRAF, PI3KCA, and PTEN, for CRC treatment efficacy.
Area of Science:
Background:
Purpose of the Study:
Main Methods:
Main Results:
Conclusions: