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Screening New Blood Indicators for Non-alcoholic Fatty Liver Disease (NAFLD) Diagnosis of Chinese Based on Machine Learning

BackgroundThe prevalence of NAFLD is increasing annually. The early diagnosis and control are crucial for the disease. Currently, metabolic indicators are always used clinically as an auxiliary diagnosis of NAFLD. However, the prevalence of NAFLD is not only increased in obese/metabolic-disordered p...

Deskribapen osoa

Gorde:
Egile Nagusiak: Cheng Wang, Junbin Yan, Shuo Zhang, Yiwen Xie, Yunmeng Nie, Zhiyun Chen, Sumei Xu
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Frontiers Media S.A. 2022-06-01
Saila:Frontiers in Medicine
Gaiak:
non-alcoholic fatty liver disease (NAFLD)
TPA
PAI-1
machine learning
support vector machine (SVM)
predictive model
Sarrera elektronikoa:https://www.frontiersin.org/articles/10.3389/fmed.2022.771219/full
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