CT-Based Radiomics Analysis to predict histo-pathological outcomes following liver resection in Colorectal Liver Metastases

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The objective of the study was to assess the radiomics features obtained by computed tomography (CT) examination as prognostic biomarkers in patients with liver colon rectal metastases in order to predict histo-pathological outcomes following liver resection. We demonstrated a good performance considering the single textural significant metric in the identification of front of tumor growth (expansive versus infiltrative) and tumor budding (high grade versus low grade or absent), in the recognition of mucinous type and in the detection of recurrences.