Deep learning CT reconstruction improves liver metastases detection.
Achraf KananBruno PereiraConstance HordonneauLucie CassagnesEléonore PougetLéon Appolinaire TianhounBenoît ChauveauBenoit MagninPublished in: Insights into imaging (2024)
Detection of liver metastases is crucial but limited with standard CT reconstructions. More liver metastases were detected with deep-learning CT reconstruction compared to iterative reconstruction. Deep learning reconstructions are suitable for hepatic metastases staging and follow-up.
Keyphrases
- liver metastases
- image quality
- deep learning
- dual energy
- computed tomography
- artificial intelligence
- contrast enhanced
- convolutional neural network
- machine learning
- loop mediated isothermal amplification
- positron emission tomography
- lymph node
- label free
- real time pcr
- magnetic resonance imaging
- magnetic resonance
- pet ct