Clinical classification and staging
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Updated: Oct 13, 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
J E Gershenwald1, D Fischer, A C Buzaid
1Department of Surgical Oncology, University of Texas M. D. Anderson Cancer Center, Houston, USA.
Abstract:
The identification of increasingly powerful prognostic factors has led to sequential modifications of the cutaneous melanoma staging system. Changes in the staging system are anticipated as more refined prognostic factors are identified. This article provides an overview of the system, including a brief history and an introduction to recent advances in staging of patients with primary melanoma (i.e., sentinel lymphadenectomy). Practical recommendations for a stage-specific workup for the patient, which are especially important given the need for quality care in an increasingly cost-conscious environment, are provided.
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