Ultrasound-based steatosis grading system using 2D-attenuation imaging: An individual patient data meta-analysis with external validation.

Christian Hobeika Maxime Ronot Boris Guiu Giovanna Ferraioli Hiroko Iijima Toshifumi Tada Dong Ho Lee Hidekatsu KurodaYoung Hwan LeeJeong Min LeeSo Yeon KimChristophe Cassinotto Laura Maiocchi Ambra Raimondi Takashi Nishimura Takashi KumadaEun Young KwonJong Keon Jang Jean-Michel Correas Dominique-Charles Valla Valérie Vilgrain Marco Dioguardi Burgio

Published in: Hepatology (Baltimore, Md.) (2024)

ATI is a reliable, noninvasive marker of steatosis. This validated ATI-based steatosis grading system could be valuable in assessing patients with metabolic dysfunction-associated steatotic liver disease.

Keyphrases

insulin resistance
high fat diet
systematic review
high fat diet induced
magnetic resonance imaging
high resolution
adipose tissue
meta analyses
oxidative stress
metabolic syndrome
randomized controlled trial
big data
computed tomography
machine learning
contrast enhanced ultrasound