医学
非酒精性脂肪肝
置信区间
超声波
脂肪肝
肝活检
预测值
诊断准确性
前瞻性队列研究
试验预测值
放射科
内科学
活检
机器学习
疾病
计算机科学
作者
Aylin Tahmasebi,Shuo Wang,Corinne E. Wessner,Trang Vu,Ji‐Bin Liu,Flemming Forsberg,Jesse Civan,Flavius F. Guglielmo,John R. Eisenbrey
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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