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Updated: Aug 9, 2025

A Permanent Window for Investigating Cancer Metastasis to the Lung
Published on: July 1, 2021
Radiomics in Lung Metastases: A Systematic Review
Michela Gabelloni1, Lorenzo Faggioni2, Roberta Fusco3
1Nuclear Medicine Unit, Department of Translational Research, University of Pisa, 56126 Pisa, Italy.
Abstract:
Due to the rich vascularization and lymphatic drainage of the pulmonary tissue, lung metastases (LM) are not uncommon in patients with cancer. Radiomics is an active research field aimed at the extraction of quantitative data from diagnostic images, which can serve as useful imaging biomarkers for a more effective, personalized patient care. Our purpose is to illustrate the current applications, strengths and weaknesses of radiomics for lesion characterization, treatment planning and prognostic assessment in patients with LM, based on a systematic review of the literature.
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