A Machine Learning Based Framework to Identify and Classify Non-alcoholic Fatty Liver Disease in a Large-Scale Population

• Հիմնական հեղինակներ: Weidong Ji (Հեղինակ), Mingyue Xue (Հեղինակ), Yushan Zhang (Հեղինակ), Hua Yao (Հեղինակ), Yushan Wang (Հեղինակ)
• Ձևաչափ: Գիրք
• Հրապարակվել է: Frontiers Media S.A., 2022-04-01T00:00:00Z.
• Խորագրեր: article
• Առցանց հասանելիություն: Connect to this object online.

Non-alcoholic fatty liver disease (NAFLD) is a common serious health problem worldwide, which lacks efficient medical treatment. We aimed to develop and validate the machine learning (ML) models which could be used to the accurate screening of large number of people. This paper included 304,145 adul...