August 10, 2026 · Abdominal radiology (New York) · DOI: 10.1007/s00261-026-05664-1

Liver metastases beyond classical imaging findings

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This review article explores the evolving role of imaging in the evaluation and management of liver metastases, particularly focusing on how advanced techniques, including radiomics and artificial intelligence, can enhance the assessment of tumor biological characteristics. The authors aim to address the challenges and innovations in imaging that can improve treatment planning and prognostic predictions for oncologic patients. Ultimately, the paper seeks to highlight the shift from traditional morphological imaging to a more biologically informed approach in clinical practice.

Roberto Garcia-Figueiras, Sandra Baleato-González, Joan C Vilanova, Antonio Luna

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