AIMC Topic: Bilirubin

Clear Filters Showing 21 to 30 of 31 articles

Utilization of Deep Learning for Subphenotype Identification in Sepsis-Associated Acute Kidney Injury.

Clinical journal of the American Society of Nephrology : CJASN Oct 8, 2020
BACKGROUND AND OBJECTIVES: Sepsis-associated AKI is a heterogeneous clinical entity. We aimed to agnostically identify sepsis-associated AKI subphenotypes using deep learning on routinely collected data in electronic health records.
Middle Aged Comorbidity Deep Learning Sepsis Renal Dialysis United States Prognosis Acute Kidney Injury Electronic Health Records Female Aged Male Blood Urea Nitrogen Leukocyte Count Simplified Acute Physiology Score Glutamyl Aminopeptidase Creatinine L-Lactate Dehydrogenase Alanine Transaminase Bilirubin Lactic Acid Liver Diseases Humans Phenotype Databases, Factual
View on PubMed DOI

Artificial neural network-based models used for predicting 28- and 90-day mortality of patients with hepatitis B-associated acute-on-chronic liver failure.

BMC gastroenterology Mar 13, 2020
BACKGROUND: This study aimed to develop prognostic models for predicting 28- and 90-day mortality rates of hepatitis B virus (HBV)-associated acute-on-chronic liver failure (HBV-ACLF) through artificial neural network (ANN) systems.
Age Factors Acute-On-Chronic Liver Failure Hepatitis B e Antigens Alkaline Phosphatase Sodium gamma-Glutamyltransferase Bilirubin Retrospective Studies Prothrombin Time Female Hepatic Encephalopathy Risk Factors Adult Male Hepatitis B Humans Neural Networks, Computer Prognosis
View on PubMed DOI

Optical screening of hepatitis-B infected blood sera using optical technique and neural network classifier.

Photodiagnosis and photodynamic therapy Jul 9, 2019
In this study we demonstrate the analysis of biochemical changes in the human blood sera infected with Hepatitis B virus (HBV) using Raman spectroscopy. In total, 120 diseased blood samples and 170 healthy blood samples, collected from Pakistan Atomi...
Tryptophan Phenylalanine Serum Albumin Humans Spectrum Analysis, Raman Neural Networks, Computer Predictive Value of Tests Sensitivity and Specificity Pakistan Hepatitis B Bilirubin
View on PubMed DOI

Enhanced early prediction of clinically relevant neonatal hyperbilirubinemia with machine learning.

Pediatric research Mar 31, 2019
BACKGROUND: Machine learning models may enhance the early detection of clinically relevant hyperbilirubinemia based on patient information available in every hospital.
Phototherapy Bilirubin Infant, Premature Gestational Age Male Hyperbilirubinemia, Neonatal Humans ROC Curve Longitudinal Studies Machine Learning Regression Analysis Retrospective Studies Area Under Curve Female Internet Infant, Newborn Sensitivity and Specificity
View on PubMed DOI

Machine Learning-based Development and Validation of a Scoring System for Screening High-Risk Esophageal Varices.

Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association Jan 29, 2019
BACKGROUND & AIMS: Many patients with cirrhosis who undergo esophagogastroduodenoscopy (EGD) screening for esophageal varices (EVs) are found to have no or only small EVs. Endoscopic screening for EVs is therefore a potentially deferrable procedure t...
Platelet Count Hepatitis C, Chronic Alanine Transaminase Aspartate Aminotransferases Bilirubin Liver Cirrhosis, Alcoholic Gastrointestinal Hemorrhage Hepatic Encephalopathy Serum Albumin Blood Urea Nitrogen Endoscopy, Digestive System Thrombocytopenia Esophageal and Gastric Varices Ascites Creatinine Non-alcoholic Fatty Liver Disease Hemoglobins Sodium Middle Aged Risk Assessment Humans Severity of Illness Index Machine Learning Liver Cirrhosis Prospective Studies Mass Screening Female International Normalized Ratio Aged Male
View on PubMed DOI

Fusing Data Mining, Machine Learning and Traditional Statistics to Detect Biomarkers Associated with Depression.

PloS one Feb 5, 2016
BACKGROUND: Atheoretical large-scale data mining techniques using machine learning algorithms have promise in the analysis of large epidemiological datasets. This study illustrates the use of a hybrid methodology for variable selection that took acco...
Adult Male Middle Aged Adolescent Blood Glucose Logistic Models Algorithms Nutrition Surveys Humans Biomarkers Machine Learning Data Mining Female Erythrocyte Indices Aged Bilirubin Aged, 80 and over Multivariate Analysis Young Adult Depressive Disorder
View on PubMed DOI

An APRI+ALBI-Based Multivariable Model as a Preoperative Predictor for Posthepatectomy Liver Failure.

Annals of surgery May 1, 2025
OBJECTIVE AND BACKGROUND: Clinically significant posthepatectomy liver failure (PHLF B+C) remains the main cause of mortality after major hepatic resection. This study aimed to establish an aspartate aminotransferase to platelet ratio combined with a...
Databases, Factual Female Aged Bilirubin Humans Hepatectomy Male Liver Function Tests Middle Aged Liver Failure Risk Assessment Postoperative Complications Preoperative Period ROC Curve Serum Albumin Predictive Value of Tests Predictive Learning Models Area Under Curve Platelet Count Aspartate Aminotransferases
View on PubMed DOI

"White bile" as a result of a malignant bile obstruction.

Revista espanola de enfermedades digestivas Apr 1, 2022
An 87-year-old female was admitted for endoscopic retrograde cholangiopancreatography (ERCP) due to obstructive jaundice. On admission, total bilirubin was 15 mg/dl at the expense of direct bilirubin, GOT 356 U/l mg/dl, GPT 174 U/l, FA 2,358 U/l and ...
Humans Female Aged, 80 and over Cholangiopancreatography, Endoscopic Retrograde Bilirubin Bile Bile Duct Diseases Hepatic Duct, Common Jaundice, Obstructive
View on PubMed DOI

Machine Learning Classifier Models Can Identify Acute Respiratory Distress Syndrome Phenotypes Using Readily Available Clinical Data.

American journal of respiratory and critical care medicine Oct 1, 2020
Two distinct phenotypes of acute respiratory distress syndrome (ARDS) with differential clinical outcomes and responses to randomly assigned treatment have consistently been identified in randomized controlled trial cohorts using latent class analys...
Humans Machine Learning Phenotype Bicarbonates Leukocyte Count Receptors, Tumor Necrosis Factor, Type I Partial Pressure Protein C Oxygen Intercellular Adhesion Molecule-1 Creatinine Interleukin-6 Respiratory Distress Syndrome Vasoconstrictor Agents Platelet Count Prognosis Randomized Controlled Trials as Topic Carbon Dioxide Bilirubin Biomarkers, Tumor Tidal Volume Plasminogen Activator Inhibitor 1 Pulmonary Ventilation Latent Class Analysis Blood Pressure Vital Signs Inflammation Area Under Curve Serum Albumin Age Factors Interleukin-8 Mortality
View on PubMed DOI

Effect of compound Yindan decoction on alpha-naphthylisothiocyanate-Induced acute intrahepatic cholestasis in rats.

Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan Jun 1, 2019
OBJECTIVE: To investigate the therapeutic mechanism of compound Yindan decoction (CYD) in a rat model of acute intrahepatic cholestatic (AIC).
gamma-Glutamyltransferase Animals Radioimmunoassay Male 1-Naphthylisothiocyanate Rats Alanine Transaminase Liver Aspartate Aminotransferases Drugs, Chinese Herbal Bilirubin Alkaline Phosphatase Cholestasis, Intrahepatic
View on PubMed
Popular Topics
Recent Journals