Objective:

To identify radiomic features associated with prognosis after liver resection for colorectal liver metastases (CRLM) and to develop a clinical-radiomic prognostic model.

Approach:

Key Findings:

• Rephrasetoavoidsubjectivelanguageabout'improvedprognosticaccuracy'unlessdirectlysupported.

Interpretation:

The study suggests that radiomics can enhance the prognostic assessment of patients with CRLM beyond traditional clinical evaluations.

Limitations:

• Retrospective design may introduce selection bias.
• Findings need external validation in larger cohorts.

Conclusion:

Radiomics may provide valuable prognostic information for patients undergoing liver resection for CRLM.

Source

Based on findings from:

CT-based radiomics improves survival prediction in colorectal liver metastases: beyond clinical scores

Angela Ammirabile, Gilda Matteucci, Francesco Fiz, Elisa Ragaini, Sofia Moroni, Ezio Lanza, Lara Cavinato, Jacopo Galvanin, Chiara Masci, Guido Costa, Andrea Laghi, Luca Viganò, Francesca Ieva, Guido Torzilli. Updates In Surgery, 2026.

https://link.springer.com/article/10.1007/s13304-026-02649-z

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