Radiomics and Machine Learning Analysis Based on Magnetic Resonance Imaging in the Assessment of Colorectal Liver Metastases Growth Pattern

Radiomics and Machine Learning Analysis Based on Magnetic Resonance Imaging in the Assessment of Colorectal Liver Metastases Growth Pattern

To assess Radiomics and Machine Learning Analysis in Liver Colon and Rectal Cancer Metastases (CRLM) Growth Pattern, we evaluated, retrospectively, a training set of 51 patients with 121 liver metastases and an external validation set of 30 patients with a single lesion. All patients were subjected...

Full description

Bibliographic Details
Main Authors: Vincenza Granata, Roberta Fusco, Federica De Muzio, Carmen Cutolo, Mauro Mattace Raso, Michela Gabelloni, Antonio Avallone, Alessandro Ottaiano, Fabiana Tatangelo, Maria Chiara Brunese, Vittorio Miele, Francesco Izzo, Antonella Petrillo
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Diagnostics
Subjects:
EOB-MRI study
colorectal liver metastases
radiomics
Online Access:https://www.mdpi.com/2075-4418/12/5/1115

Internet

https://www.mdpi.com/2075-4418/12/5/1115

Similar Items