Cargando…

Prediction of Fatty Liver Disease in a Chinese Population Using Machine-Learning Algorithms

Background: Fatty liver disease (FLD) is an important risk factor for liver cancer and cardiovascular disease and can lead to significant social and economic burden. However, there is currently no nationwide epidemiological survey for FLD in China, making early FLD screening crucial for the Chinese...

Descripción completa

Detalles Bibliográficos
Autores principales:	Weng, Shuwei, Hu, Die, Chen, Jin, Yang, Yanyi, Peng, Daoquan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047083/ https://www.ncbi.nlm.nih.gov/pubmed/36980476 http://dx.doi.org/10.3390/diagnostics13061168

Ejemplares similares

Utilizing machine learning algorithms for the prediction of carotid artery plaques in a Chinese population
por: Weng, Shuwei, et al.
Publicado: (2023)

Machine-Learning Algorithm for Predicting Fatty Liver Disease in a Taiwanese Population
por: Chen, Yang-Yuan, et al.
Publicado: (2022)

The association of serum total bile acid with non-alcoholic fatty liver disease in Chinese adults: a cross sectional study
por: Zhang, Ziyu, et al.
Publicado: (2020)

Comparison of Machine Learning Models and the Fatty Liver Index in Predicting Lean Fatty Liver
por: Su, Pei-Yuan, et al.
Publicado: (2023)

Development of a Risk Model for Predicting Microalbuminuria in the Chinese Population Using Machine Learning Algorithms
por: Lin, Wei, et al.
Publicado: (2022)

Development of Machine Learning Tools for Predicting Coronary Artery Disease in the Chinese Population
por: Zhang, Tiexu, et al.
Publicado: (2022)

Predicting the Linguistic Accessibility of Chinese Health Translations: Machine Learning Algorithm Development
por: Ji, Meng, et al.
Publicado: (2021)

Machine learning models for predicting non-alcoholic fatty liver disease in the general United States population: NHANES database
por: Atsawarungruangkit, Amporn, et al.
Publicado: (2021)

Angiopoietin-Like Protein 4 May Be an Interplay Between Serum Uric Acid and Triglyceride-Rich Lipoprotein Cholesterol
por: Peng, Yani, et al.
Publicado: (2022)

Application of interpretable machine learning algorithms to predict distant metastasis in osteosarcoma
por: Bai, Bing‐li, et al.
Publicado: (2022)

Predicting Breast Cancer in Chinese Women Using Machine Learning Techniques: Algorithm Development
por: Hou, Can, et al.
Publicado: (2020)

A framework for identification and classification of liver diseases based on machine learning algorithms
por: Ding, Huanfei, et al.
Publicado: (2022)

Predictive Risk Factors of Nonalcoholic Fatty Liver Disease in a Lean Chinese Population
por: Liu, Lu, et al.
Publicado: (2022)

Predicting the 5-Year Risk of Nonalcoholic Fatty Liver Disease Using Machine Learning Models: Prospective Cohort Study
por: Huang, Guoqing, et al.
Publicado: (2023)

Selecting the best machine learning algorithm to support the diagnosis of Non-Alcoholic Fatty Liver Disease: A meta learner study
por: Sorino, Paolo, et al.
Publicado: (2020)

Machine learning algorithms for datasets popularity prediction
por: Kancys, Kipras
Publicado: (2016)

Screening New Blood Indicators for Non-alcoholic Fatty Liver Disease (NAFLD) Diagnosis of Chinese Based on Machine Learning
por: Wang, Cheng, et al.
Publicado: (2022)

Nonalcoholic fatty liver disease and early prediction of gestational diabetes mellitus using machine learning methods
por: Lee, Seung Mi, et al.
Publicado: (2022)

Machine learning-derived gut microbiome signature predicts fatty liver disease in the presence of insulin resistance
por: Kang, Baeki E., et al.
Publicado: (2022)

ANGPTL3 Is Involved in the Post-prandial Response in Triglyceride-Rich Lipoproteins and HDL Components in Patients With Coronary Artery Disease
por: Guo, Xin, et al.
Publicado: (2022)

Using machine learning algorithms for predicting cognitive impairment and identifying modifiable factors among Chinese elderly people
por: Wang, Shuojia, et al.
Publicado: (2022)

Risk Prediction for Non-alcoholic Fatty Liver Disease Based on Biochemical and Dietary Variables in a Chinese Han Population
por: Pan, Xinting, et al.
Publicado: (2020)

Risk factors and machine learning prediction models for bronchopulmonary dysplasia severity in the Chinese population
por: He, Wen, et al.
Publicado: (2022)

Identification of exacerbation risk in patients with liver dysfunction using machine learning algorithms
por: Peng, Junfeng, et al.
Publicado: (2020)

Machine learning to predict progression of non‐alcoholic fatty liver to non‐alcoholic steatohepatitis or fibrosis
por: Ghandian, Sina, et al.
Publicado: (2022)

Fatty Liver Index for Predicting Nonalcoholic Fatty Liver Disease in an Asymptomatic Korean Population
por: Cho, Eun-Ju, et al.
Publicado: (2021)

Comparing different supervised machine learning algorithms for disease prediction
por: Uddin, Shahadat, et al.
Publicado: (2019)

An evolutionary machine learning algorithm for cardiovascular disease risk prediction
por: Ordikhani, Mohammad, et al.
Publicado: (2022)

Chronic kidney disease prediction based on machine learning algorithms
por: Islam, Md. Ariful, et al.
Publicado: (2023)

Comparison and development of machine learning for thalidomide-induced peripheral neuropathy prediction of refractory Crohn’s disease in Chinese population
por: Mao, Jing, et al.
Publicado: (2023)

Machine learning algorithms: popular algorithms for data science and machine learning
por: Bonaccorso, Giuseppe
Publicado: (2018)

Use of a Machine Learning Algorithm to Predict Individuals with Suicide Ideation in the General Population
por: Ryu, Seunghyong, et al.
Publicado: (2018)

Prediction of postpartum hemorrhage (PPH) using machine learning algorithms in a Kenyan population
por: Shah, Santosh Yogendra, et al.
Publicado: (2023)

Machine learning classifiers for screening nonalcoholic fatty liver disease in general adults
por: Qin, Shenghua, et al.
Publicado: (2023)

Application of machine learning in predicting non-alcoholic fatty liver disease using anthropometric and body composition indices
por: Razmpour, Farkhondeh, et al.
Publicado: (2023)

Relationship of Serum Betatrophin with Nonalcoholic Fatty Liver in a Chinese Population
por: Hu, Wen, et al.
Publicado: (2017)

Supervised Algorithms of Machine Learning for the Prediction of Cervical Cancer
por: F., Asadi, et al.
Publicado: (2020)

Early Prediction of Sepsis Based on Machine Learning Algorithm
por: Zhao, Xin, et al.
Publicado: (2021)

Design of Machine Learning Algorithm for Tourism Demand Prediction
por: Yu, Nan, et al.
Publicado: (2022)

Prediction of Dental Implants Using Machine Learning Algorithms
por: Alharbi, Mafawez T., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_ca7pogu56tcuevrvqvsqrr63vg