Ultrasound-Based Machine Learning Approach for Detection of Nonalcoholic Fatty Liver Disease.

Aylin Tahmasebi,Shuo Wang,Corinne E Wessner,Trang Vu,Ji-Bin Liu,Flemming Forsberg,Jesse Civan,Flavius F Guglielmo,John R Eisenbrey

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine（2023）

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摘要

An ultrasound-based machine learning model for identification of NAFLD showed high specificity and PPV in this prospective trial. This approach may in the future be used as an inexpensive and noninvasive screening tool for identifying NAFLD in high-risk patients.

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AutoML,artificial intelligence,liver steatosis,nonalcoholic fatty liver disease,ultrasound

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