Can radiomic analysis of a single-phase dual-energy CT improve the diagnostic accuracy of differentiating enhancing from non-enhancing small renal lesions?

Yuqin DingMathias MeyerPei-Jie LyuFrancesca RigiroliJuan Carlos Ramirez-GiraldoKyle LafataSiyun YangDaniele Marin

Published in: Acta radiologica (Stockholm, Sweden : 1987) (2021)

No incremental value was found by adding radiomic and machine learning analyses to iodine images for differentiating enhancing from non-enhancing renal lesions.

Keyphrases

dual energy
computed tomography
contrast enhanced
machine learning
image quality
magnetic resonance imaging
magnetic resonance
positron emission tomography
optical coherence tomography
convolutional neural network