AIMC Topic: Liver Cirrhosis

Clear Filters Showing 31 to 40 of 218 articles

Development and validation of a machine learning-based prediction model for hepatorenal syndrome in liver cirrhosis patients using MIMIC-IV and eICU databases.

Scientific reports Jan 22, 2025
Hepatorenal syndrome (HRS) is a key contributor to poor prognosis in liver cirrhosis. This study aims to leverage the database to build a predictive model for early identification of high-risk patients. From two sizable public databases, we retrieved...
Male Middle Aged ROC Curve Liver Cirrhosis Nomograms Prognosis Female Risk Factors Aged Hepatorenal Syndrome Humans Machine Learning Databases, Factual
View on PubMed DOI

Golgi protein 73: charting new territories in diagnosing significant fibrosis in MASLD: a prospective cross-sectional study.

Frontiers in endocrinology Jan 13, 2025
OBJECTIVES: To explore the correlation between serum Golgi protein 73 (GP73) levels and the degree of fibrosis in Metabolic dysfunction associated steatotic liver disease (MASLD); to establish a non-invasive diagnostic algorithm based on serum GP73 a...
Female Membrane Proteins Humans Middle Aged ROC Curve Fatty Liver Liver Cirrhosis Aged Adult Cross-Sectional Studies Male Algorithms Prospective Studies Biomarkers
View on PubMed DOI

Multi-site, multi-vendor development and validation of a deep learning model for liver stiffness prediction using abdominal biparametric MRI.

European radiology Jan 9, 2025
BACKGROUND: Chronic liver disease (CLD) is a substantial cause of morbidity and mortality worldwide. Liver stiffness, as measured by MR elastography (MRE), is well-accepted as a surrogate marker of liver fibrosis.
Humans Female Liver Cirrhosis Magnetic Resonance Imaging Liver Liver Diseases Elasticity Imaging Techniques Aged Adult Male Middle Aged Deep Learning
View on PubMed DOI

Liver fibrosis stage classification in stacked microvascular images based on deep learning.

BMC medical imaging Jan 7, 2025
BACKGROUND: Monitoring fibrosis in patients with chronic liver disease (CLD) is an important management strategy. We have already reported a novel stacked microvascular imaging (SMVI) technique and an examiner scoring evaluation method to improve fib...
Female Aged Adult Cross-Sectional Studies Male Humans Neural Networks, Computer Artificial Intelligence Microvessels Middle Aged Deep Learning Liver Cirrhosis Elasticity Imaging Techniques
View on PubMed DOI

Noninvasive diagnosis of significant liver fibrosis in patients with chronic hepatitis B using nomogram and machine learning models.

Scientific reports Jan 2, 2025
This study aims to construct and validate noninvasive diagnosis models for evaluating significant liver fibrosis in patients with chronic hepatitis B (CHB). A cohort of 259 CHB patients were selected as research subjects. Through random grouping, 182...
Male Humans Middle Aged Machine Learning Nomograms ROC Curve Female Liver Cirrhosis Area Under Curve Adult Hepatitis B, Chronic
View on PubMed DOI

Fibrosis and inflammatory activity diagnosis of chronic hepatitis C based on extreme learning machine.

Scientific reports Jan 2, 2025
The traditional diagnosis of chronic hepatitis C usually relies on liver biopsy. Diagnosing chronic hepatitis C based on serum indices provides a non-invasive way to determine the stage of chronic hepatitis C without liver biopsy. In this paper, we p...
Liver Cirrhosis Cluster Analysis Hepatitis C, Chronic Biomarkers Female Male Inflammation Humans Machine Learning
View on PubMed DOI

Association between serum endocan levels and organ failure in hospitalized patients with cirrhosis.

PloS one Dec 26, 2024
BACKGROUND & AIMS: Acute-on-chronic liver failure is a syndrome characterized by organ failure and high short-term mortality. The lack of reliable biomarkers for the early detection of acute-on-chronic liver failure is a significant challenge. Endoth...
Male Middle Aged ROC Curve Liver Cirrhosis Proteoglycans Prognosis Female Hospitalization Aged Humans Neoplasm Proteins Interleukin-6 Acute-On-Chronic Liver Failure Prospective Studies Procalcitonin Biomarkers Multiple Organ Failure
View on PubMed DOI

Application of machine learning methods for predicting esophageal variceal bleeding in patients with cirrhosis.

European radiology Dec 21, 2024
OBJECTIVE: To develop and compare machine learning models based on CT morphology features, serum biomarkers, and basic physical conditions to predict esophageal variceal bleeding.
Middle Aged Adolescent Liver Cirrhosis Predictive Value of Tests Esophageal and Gastric Varices Gastrointestinal Hemorrhage Aged Aged, 80 and over Humans Young Adult Machine Learning Adult Male Biomarkers Retrospective Studies Tomography, X-Ray Computed Female
View on PubMed DOI

Diagnostic accuracy of texture analysis applied to T- and T-Relaxation maps for liver fibrosis classification via machine-learning algorithms with liver histology as reference standard.

European journal of radiology Dec 20, 2024
OBJECTIVES: To explore texture analysis' ability on T and T relaxation maps to classify liver fibrosis into no-to-mild liver fibrosis (nmF) versus severe fibrosis (sF) group using machine learning algorithms and histology as reference standard.
Humans Retrospective Studies Female Liver Principal Component Analysis Severity of Illness Index Reference Standards Area Under Curve ROC Curve Aged Elasticity Imaging Techniques Biopsy Liver Cirrhosis Adult Echo-Planar Imaging Image Interpretation, Computer-Assisted Support Vector Machine Male Magnetic Resonance Imaging Middle Aged
View on PubMed DOI

Standardized evaluation of diabetic retinopathy using artificial intelligence and its association with metabolic dysfunction-associated steatotic liver disease in Japan: A cross-sectional study.

PloS one Dec 17, 2024
Metabolic dysfunction-associated steatotic liver disease (MASLD) is common in patients with obesity and diabetes and can lead to serious complications. This study aimed to evaluate fundus photographs using artificial intelligence to explore the relat...
Non-alcoholic Fatty Liver Disease Japan Image Interpretation, Computer-Assisted Photography Humans Protective Factors Middle Aged Cholinesterases Diabetic Retinopathy Severity of Illness Index Artificial Intelligence Liver Cirrhosis Risk Factors Software Glycated Hemoglobin Fundus Oculi Sensitivity and Specificity Female Cross-Sectional Studies Male
View on PubMed DOI
Popular Topics
Recent Journals