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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...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Cheng Wang, Junbin Yan, Shuo Zhang, Yiwen Xie, Yunmeng Nie, Zhiyun Chen, Sumei Xu
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2022-06-01
Schriftenreihe:Frontiers in Medicine
Schlagworte:
non-alcoholic fatty liver disease (NAFLD)
TPA
PAI-1
machine learning
support vector machine (SVM)
predictive model
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fmed.2022.771219/full
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