Quantitative ultrasound and machine learning for assessment of steatohepatitis in a rat model.

Objectives: To develop a machine learning model based on quantitative ultrasound (QUS) parameters to improve classification of steatohepatitis with shear wave elastography in rats by using histopathology scoring as the reference standard.Methods: This study received approval from the institutional a...

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Bibliographic Details
Published in:European Radiology Vol. 29; no. 5; pp. 2175 - 2185
Main Authors: Tang, An, Destrempes, François, Kazemirad, Siavash, Garcia-Duitama, Julian, Nguyen, Bich N., Cloutier, Guy
Format: diagnostic images pictorial research tables/charts Journal Article
Published: Springer Nature May2019
Online Access:View this record in EBSCOhost