Development and validation of a machine learning-based framework for assessing metabolic-associated fatty liver disease risk

• Main Authors: Jiale Deng (Author), Weidong Ji (Author), Hongze Liu (Author), Lin Li (Author), Zhe Wang (Author), Yurong Hu (Author), Yushan Wang (Author), Yi Zhou (Author)
• Format: Book
• Published: BMC, 2024-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background The existing predictive models for metabolic-associated fatty liver disease (MAFLD) possess certain limitations that render them unsuitable for extensive population-wide screening. This study is founded upon population health examination data and employs a comparison of eight dis...