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Updated: Jan 30, 2026

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
Predictive model based on magnetic resonance imaging for chemotherapy response in colorectal cancer: Toward a
Ilya D Klabukov1,2, Anna Smirnova1,3, Irina Kondrasheva1,4
1Department of Regenerative Medicine, National Medical Research Radiological Center, Obninsk 249036, Kaluzhskaya Oblast', Russia.
Abstract:
We read with great interest the investigation of Kang et al related the applications of the multiparametric magnetic resonance imaging-based predictive model for assessing chemotherapy efficacy in colorectal cancer patients with gene mutations. The authors focused on decision-making based on the integration of tumor differentiation, signal intensity ratio, margin distance, and magnetic resonance imaging-detected lymph node metastasis. Indeed, these multiparameter predictive models could also be used for diagnosis as an alternative to invasive tissue examination methods. However, progress in this field enables us to shift the paradigm to radiology biopsies, particularly given the nonlinear effects of various radiation sources.
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