Precision Non-Alcoholic Fatty Liver Disease (NAFLD) Diagnosis: Leveraging Ensemble Machine Learning and Gender Insights for Cost-Effective Detection

Precision Non-Alcoholic Fatty Liver Disease (NAFLD) Diagnosis: Leveraging Ensemble Machine Learning and Gender Insights for Cost-Effective Detection

Non-Alcoholic Fatty Liver Disease (NAFLD) is characterized by the accumulation of excess fat in the liver. If left undiagnosed and untreated during the early stages, NAFLD can progress to more severe conditions such as inflammation, liver fibrosis, cirrhosis, and even liver failure. In this study, m...

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Bibliographic Details
Main Authors: Azadeh Alizargar, Yang-Lang Chang, Mohammad Alkhaleefah, Tan-Hsu Tan
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Bioengineering
Subjects:
machine learning techniques
NAFLD
ensemble model
HSI
AUC
SMOTEENN
Online Access:https://www.mdpi.com/2306-5354/11/6/600

Internet

https://www.mdpi.com/2306-5354/11/6/600

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