Machine Learning Models predict liver steatosis but not liver fibrosis in a prospective cohort study.

Behrooz Mamandipoor,Sarah Wernly,Georg Semmler,Maria Flamm,Christian Jung,Elmar Aigner,Christian Datz,Bernhard Wernly,Venet Osmani

Clinics and research in hepatology and gastroenterology（2023）

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摘要

ML based on point-prevalence laboratory and clinical information predicts liver steatosis with high accuracy and liver fibrosis with moderate accuracy. The observed gender differences suggest the need to develop gender-specific models.

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关键词

Steatosis,Liver fibrosis,Machine learning,Predictive modelling,Gender differences,Patient self-reported outcomes

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