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Assessment of hepatic steatosis by using attenuation imaging: a quantitative, easy-to-perform ultrasound technique.

Jae Seok BaeDong Ho LeeJae Young LeeHaeryoung KimSu Jong YuJeong-Hoon LeeEun Ju ChoYun Bin LeeJoon Koo HanByung Ihn Choi
Published in: European radiology (2019)
• Attenuation imaging (ATI) is based on two-dimensional grayscale ultrasound images that can incorporate into routine ultrasound examinations with less than 2 min of acquisition time. • ATI provided good diagnostic performance in detecting the varying degrees of hepatic steatosis with an area under the ROC curves ranging from 0.843 to 0.926, and there was no technical failure in this study indicating high applicability of this technique. • The degree of hepatic steatosis was the only significant factor affecting the result of ATI examination.
Keyphrases
  • high resolution
  • magnetic resonance imaging
  • contrast enhanced ultrasound
  • ultrasound guided
  • deep learning
  • computed tomography
  • convolutional neural network
  • optical coherence tomography