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

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

  • By

  • 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

  • June 17, 2026

  • 0 min

Share

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.

Original Source(s)

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

  • by 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

  • June 17, 2026

Related Content

The regulatory roles of dysregulated lactate dehydrogenase A in anti-tumor immunity within immune cells

Predicting CAR-T outcomes in R/R DLBCL: a multicenter real-world study of a 5-index model

Conversion-oriented multimodal therapy enabling definitive surgery in a patient with FIGO stage IVA cervical cancer at high risk of fistula formation: a case report