AIMC Topic: Liver Cirrhosis

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Artificial Intelligence in Imaging of Chronic Liver Diseases: Current Update and Future Perspectives.

Magnetic resonance imaging clinics of North America Aug 1, 2021
Here we review artificial intelligence (AI) models which aim to assess various aspects of chronic liver disease. Despite the clinical importance of hepatocellular carcinoma in the setting of chronic liver disease, we focus this review on AI models wh...
Humans Artificial Intelligence Liver Cirrhosis Magnetic Resonance Imaging Liver Diseases
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Artificial intelligence in prediction of non-alcoholic fatty liver disease and fibrosis.

Journal of gastroenterology and hepatology Mar 1, 2021
Artificial intelligence (AI) has become increasingly widespread in our daily lives, including healthcare applications. AI has brought many new insights into better ways we care for our patients with chronic liver disease, including non-alcoholic fatt...
Electronic Health Records Logistic Models Liver Cirrhosis Liver Humans Neural Networks, Computer Artificial Intelligence Forecasting Decision Trees Diagnostic Imaging Biopsy Non-alcoholic Fatty Liver Disease
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Low Predictability of Readmissions and Death Using Machine Learning in Cirrhosis.

The American journal of gastroenterology Feb 1, 2021
INTRODUCTION: Readmission and death in cirrhosis are common, expensive, and difficult to predict. Our aim was to evaluate the abilities of multiple artificial intelligence (AI) techniques to predict clinical outcomes based on variables collected at a...
Anti-Bacterial Agents Female Reproducibility of Results Aged Humans Machine Learning ROC Curve Logistic Models Liver Cirrhosis Support Vector Machine Kidney Diseases Male Middle Aged Severity of Illness Index Cohort Studies Hepatic Encephalopathy Paracentesis Mortality Lactulose beta-Lactams Clinical Decision Rules Adrenergic beta-Antagonists Patient Readmission End Stage Liver Disease Rifaximin Gastrointestinal Hemorrhage Proton Pump Inhibitors Hydrothorax Infections Ascites Gastrointestinal Agents Water-Electrolyte Imbalance
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Chronic kidney disease in Hepatitis C and its association with liver cirrhosis and viral load: Revealing the importance of hematuria.

Saudi journal of kidney diseases and transplantation : an official publication of the Saudi Center for Organ Transplantation, Saudi Arabia Jan 1, 2021
Hepatitis C virus (HCV) contributed as a risk factor for chronic kidney disease (CKD). Many studies only showed it associated with estimated glomerular filtration rate (eGFR) reduction and albuminuria, but none revealed hematuria data. Besides, liver...
Glomerular Filtration Rate Hematuria Male Albuminuria Humans Viral Load Hepacivirus Female Liver Cirrhosis Hepatitis C Risk Factors Renal Insufficiency, Chronic Cross-Sectional Studies
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Development and validation of radiomics model built by incorporating machine learning for identifying liver fibrosis and early-stage cirrhosis.

Chinese medical journal Nov 20, 2020
BACKGROUND: Liver fibrosis (LF) continues to develop and eventually progresses to cirrhosis. However, LF and early-stage cirrhosis (ESC) can be reversed in some cases, while advanced cirrhosis is almost impossible to cure. Advances in quantitative im...
Liver Cirrhosis Diffusion Magnetic Resonance Imaging Humans Machine Learning Retrospective Studies ROC Curve
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Assisting the Non-invasive Diagnosis of Liver Fibrosis Stages using Machine Learning Methods.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
Fibrosis is a significant indication of chronic liver diseases often due to hepatitis C Virus. It is becoming a global concern as a result of the rapid increase in the number of HCV infected patients, the high cost and flaws associated with the asses...
Machine Learning Logistic Models Liver Cirrhosis Hepacivirus Humans Neural Networks, Computer
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Radiomics and Deep Learning: Hepatic Applications.

Korean journal of radiology Apr 1, 2020
Radiomics and deep learning have recently gained attention in the imaging assessment of various liver diseases. Recent research has demonstrated the potential utility of radiomics and deep learning in staging liver fibroses, detecting portal hyperten...
Liver Diseases Liver Neoplasms Hypertension, Portal Image Processing, Computer-Assisted Liver Cirrhosis Area Under Curve Databases, Factual Humans Deep Learning ROC Curve
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Relevant Features in Nonalcoholic Steatohepatitis Determined Using Machine Learning for Feature Selection.

Metabolic syndrome and related disorders Nov 1, 2019
We investigated the prevalence and the most relevant features of nonalcoholic steatohepatitis (NASH), a stage of nonalcoholic fatty liver disease, (NAFLD) in which the inflammation of hepatocytes can lead to increased cardiovascular risk, liver fibr...
Humans Machine Learning Algorithms Female Liver Cirrhosis Aged Hypertension Adult Metabolic Syndrome Prognosis Decision Making Retrospective Studies Non-alcoholic Fatty Liver Disease Disease Progression Sensitivity and Specificity Prevalence Cross-Sectional Studies Severity of Illness Index Male Diabetes Mellitus, Type 2 Middle Aged
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Anti-hepatofibrosis effect of Allium senescens in activated hepatic stellate cells and thioacetamide-induced fibrosis rat model.

Pharmaceutical biology Dec 1, 2018
CONTEXT: Allium senescens Linn. (Liliaceae) (ASL) has been traditionally used in Korea and other Asian countries for improving digestive and liver functions.
Cell Proliferation Treatment Outcome Thioacetamide Rats, Sprague-Dawley Humans Male Disease Models, Animal Cell Line Plant Extracts Cells, Cultured Rats Cell Survival Animals Liver Cirrhosis Hepatic Stellate Cells Allium
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WAITING DAAS LIST MORTALITY IMPACT IN HCV CIRRHOTIC PATIENTS.

Arquivos de gastroenterologia Jan 1, 2018
BACKGROUND: The infection for the hepatitis C virus (HCV) is a leading cause of liver-related morbidity and mortality through its evolution to liver cirrhosis, end-stage liver complications and hepatocellular carcinoma. Currently, the new drugs for t...
Hepatitis C, Chronic Antiviral Agents Liver Cirrhosis Humans Hepacivirus Prospective Studies Waiting Lists Female Male Risk Factors Middle Aged Incidence Liver Neoplasms
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