Artificial Intelligence to Early Predict Liver Metastases in Patients with Colorectal Cancer: Current Status and Future Prospectives.

Pasquale Avella Micaela CappuccioTeresa CappuccioMarco Rotondo Daniela Fumarulo Germano GuerraGuido SciaudoneAntonella SantoneFrancesco CammilleriPaolo BiancoMaria Chiara Brunese

Published in: Life (Basel, Switzerland) (2023)

Routinely acquired radiological images could be used for AI-based analysis to early detect LM. Simultaneous use of radiomics and machine learning analysis applied to MRI or CT images should be an effective method considering the better results achieved in the clinical scenario.

Keyphrases

artificial intelligence
machine learning
deep learning
big data
contrast enhanced
liver metastases
convolutional neural network
magnetic resonance imaging
computed tomography
optical coherence tomography
squamous cell carcinoma
image quality
data analysis