Radiomics and machine learning analysis by computed tomography and magnetic resonance imaging in colorectal liver metastases prognostic assessment.

Vincenza Granata,Roberta Fusco,Federica De Muzio,Maria Chiara Brunese,Sergio Venanzio Setola,Alessandro Ottaiano,Claudia Cardone,Antonio Avallone,Renato Patrone,Silvia Pradella,Vittorio Miele,Fabiana Tatangelo,Carmen Cutolo,Nicola Maggialetti,Damiano Caruso,Francesco Izzo,Antonella Petrillo

La Radiologia medica（2023）

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摘要

The results confirmed the Radiomics capacity to recognize clinical and histopathological prognostic features that should influence the choice of treatments in colorectal liver metastases patients to obtain a more personalized therapy.

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关键词

Colorectal liver metastases, Radiomics analysis, Machine learning analysis, Biomarkers, Computed tomography, Magnetic resonance imaging

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