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Reader agreement and accuracy of ultrasound features for hepatic steatosis.

Cheng William HongAustin MarshTanya WolfsonJeremy PaigeSoudabeh Fazeli DekhordyAlexandra N SchleinElise HousmanLisa H DeiraniehCharles Q LiAshish P WasnikHyun-Jung JangChristoph F DietrichFabio PiscagliaGiovanna CasolaMary O'BoyleKatherine M RichmanMark A ValasekMichael AndreRohit LoombaClaude B Sirlin
Published in: Abdominal radiology (New York) (2020)
Large hepatic vein blurring, liver-kidney contrast, and overall impression provided the highest reader agreement. Large hepatic vein blurring may provide the highest classification accuracy for dichotomized grading of hepatic steatosis.
Keyphrases
  • machine learning
  • magnetic resonance imaging
  • magnetic resonance
  • deep learning