Cargando…

A novel model for predicting fatty liver disease by means of an artificial neural network

BACKGROUND: The artificial neural network (ANN) emerged recently as a potent diagnostic tool, especially for complicated systemic diseases. This study aimed to establish a diagnostic model for the recognition of fatty liver disease (FLD) by virtue of the ANN. METHODS: A total of 7,396 pairs of gende...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chen, Yi-Shu, Chen, Dan, Shen, Chao, Chen, Ming, Jin, Chao-Hui, Xu, Cheng-Fu, Yu, Chao-Hui, Li, You-Ming
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2020
Materias:	Original Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7962739/ https://www.ncbi.nlm.nih.gov/pubmed/33747524 http://dx.doi.org/10.1093/gastro/goaa035

Ejemplares similares

Application of Machine Learning Techniques for Clinical Predictive Modeling: A Cross-Sectional Study on Nonalcoholic Fatty Liver Disease in China
por: Ma, Han, et al.
Publicado: (2018)

Predicting weaning difficulty for planned extubation patients with an artificial neural network
por: Hsieh, Meng Hsuen, et al.
Publicado: (2019)

An Artificial Neural Network Model for Predicting Successful Extubation in Intensive Care Units
por: Hsieh, Meng-Hsuen, et al.
Publicado: (2018)

Metabolic dysfunction is associated with steatosis but no other histologic features in nonalcoholic fatty liver disease
por: Dai, Yi-Ning, et al.
Publicado: (2022)

Homeostasis of Glucose and Lipid in Non-Alcoholic Fatty Liver Disease
por: Chao, Hsu-Wen, et al.
Publicado: (2019)

A novel cross-validation strategy for artificial neural networks using distributed-lag environmental factors
por: Guo, Chao-Yu, et al.
Publicado: (2021)

Artificial Neural Network Assisted Cancer Risk Prediction of Oral Precancerous Lesions
por: Chen, Wenao, et al.
Publicado: (2022)

A Novel Evaluation Strategy to Artificial Neural Network Model Based on Bionics
por: Tian, Sen, et al.
Publicado: (2021)

Fatty liver is associated with significant liver inflammation and increases the burden of advanced fibrosis in chronic HBV infection
por: Dai, Yi-Ning, et al.
Publicado: (2023)

Construction of a convolutional neural network classifier developed by computed tomography images for pancreatic cancer diagnosis
por: Ma, Han, et al.
Publicado: (2020)

Association between Serum Uric Acid to HDL-Cholesterol Ratio and Nonalcoholic Fatty Liver Disease in Lean Chinese Adults
por: Zhang, Ya-Nan, et al.
Publicado: (2020)

PDIA3 Knockdown Exacerbates Free Fatty Acid-Induced Hepatocyte Steatosis and Apoptosis
por: Zhang, Xue-qun, et al.
Publicado: (2015)

Using controlled attenuation parameter combined with ultrasound to survey non-alcoholic fatty liver disease in hemodialysis patients: A prospective cohort study
por: Yen, Yi-Hao, et al.
Publicado: (2017)

The role of microbiome in the pathogenesis of oral-gut-liver axis between periodontitis and nonalcoholic fatty liver disease
por: Chen, Tsung-Po, et al.
Publicado: (2023)

Allyl isothiocyanate ameliorates lipid accumulation and inflammation in nonalcoholic fatty liver disease via the Sirt1/AMPK and NF-κB signaling pathways
por: Li, Chun-Xiao, et al.
Publicado: (2019)

An artificial intelligence system to predict the optimal timing for mechanical ventilation weaning for intensive care unit patients: A two-stage prediction approach
por: Liu, Chung-Feng, et al.
Publicado: (2022)

Predicting the serum digoxin concentrations of infants in the neonatal intensive care unit through an artificial neural network
por: Yao, Shu-Hui, et al.
Publicado: (2019)

Application of artificial neural network model in diagnosis of Alzheimer’s disease
por: Wang, Naibo, et al.
Publicado: (2019)

Clinical guidelines of non-alcoholic fatty liver disease: A systematic review
por: Zhu, Jin-Zhou, et al.
Publicado: (2016)

Length of Hospital Stay Prediction at the Admission Stage for Cardiology Patients Using Artificial Neural Network
por: Tsai, Pei-Fang (Jennifer), et al.
Publicado: (2016)

A diagnostic model for cirrhosis in patients with non-alcoholic fatty liver disease: an artificial neural network approach
por: Pournik, Omid, et al.
Publicado: (2014)

A Data Fusion Method for Non-Destructive Testing by Means of Artificial Neural Networks
por: Cormerais, Romain, et al.
Publicado: (2021)

The use of artificial neural networks to study fatty acids in neuropsychiatric disorders
por: Cocchi, Massimo, et al.
Publicado: (2008)

On the similarities of representations in artificial and brain neural networks for speech recognition
por: Wingfield, Cai, et al.
Publicado: (2022)

Novel Prehospital Prediction Model of Large Vessel Occlusion Using Artificial Neural Network
por: Chen, Zhicai, et al.
Publicado: (2018)

Artificial Intelligence Radiotherapy Planning: Automatic Segmentation of Human Organs in CT Images Based on a Modified Convolutional Neural Network
por: Shen, Guosheng, et al.
Publicado: (2022)

Lipotoxic Effect of p21 on Free Fatty Acid-Induced Steatosis in L02 Cells
por: Wang, Jie-wei, et al.
Publicado: (2014)

Prediction of direct carbon emissions of Chinese provinces using artificial neural networks
por: Jin, Hui
Publicado: (2021)

Application of preoperative artificial neural network based on blood biomarkers and clinicopathological parameters for predicting long-term survival of patients with gastric cancer
por: Que, Si-Jin, et al.
Publicado: (2019)

Prediction on X-ray output of free electron laser based on artificial neural networks
por: Li, Kenan, et al.
Publicado: (2023)

Predicting Performance of Lightweight Concrete with Granulated Expanded Glass and Ash Aggregate by Means of Using Artificial Neural Networks
por: Kurpinska, Marzena, et al.
Publicado: (2019)

Predicting the 14-Day Hospital Readmission of Patients with Pneumonia Using Artificial Neural Networks (ANN)
por: Tey, Shu-Farn, et al.
Publicado: (2021)

The novel application of artificial neural network on bioelectrical impedance analysis to assess the body composition in elderly
por: Hsieh, Kuen-Chang, et al.
Publicado: (2013)

Effectiveness of Omega-3 Polyunsaturated Fatty Acids in Non-Alcoholic Fatty Liver Disease: A Meta-Analysis of Randomized Controlled Trials
por: He, Xi-Xi, et al.
Publicado: (2016)

Analysis and Prediction of Electrospun Nanofiber Diameter Based on Artificial Neural Network
por: Ma, Ming, et al.
Publicado: (2023)

Non-alcoholic fatty liver disease associated with greater herpes zoster risk than alcoholic fatty liver disease
por: Yu, Cheng-Wei, et al.
Publicado: (2023)

Radiomics and artificial neural networks modelling for identification of high-risk carotid plaques
por: Gui, Chengzhi, et al.
Publicado: (2023)

Corrigendum: Novel Prehospital Prediction Model of Large Vessel Occlusion Using Artificial Neural Network
por: Chen, Zhicai, et al.
Publicado: (2018)

Liquid Biopsy for the Diagnosis of Viral Hepatitis, Fatty Liver Steatosis, and Alcoholic Liver Diseases
por: Shabangu, Ciniso Sylvester, et al.
Publicado: (2020)

Prediction of Soil Deformation in Tunnelling Using Artificial Neural Networks
por: Lai, Jinxing, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_q0q16nmf3gefskp6l9gjhqppc9