AIMC Topic: Bilirubin

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The Challenges of Implementing Artificial Intelligence into Surgical Practice.

World journal of surgery Oct 13, 2020
BACKGROUND: Artificial intelligence is touted as the future of medicine. Classical algorithms for the detection of common bile duct stones (CBD) have had poor clinical uptake due to low accuracy. This study explores the challenges of developing and i...
Humans Artificial Intelligence Machine Learning Computer Simulation Retrospective Studies Female Acute Disease Biliary Tract Diseases Cholangiopancreatography, Endoscopic Retrograde Bilirubin Liver Function Tests Choledocholithiasis Aged Aged, 80 and over Adult Male Middle Aged Predictive Value of Tests
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Identification of exacerbation risk in patients with liver dysfunction using machine learning algorithms.

PloS one Oct 9, 2020
The prediction of the liver failure (LF) and its proper diagnosis would lead to a reduction in the complications of the disease and prevents the progress of the disease. To improve the treatment of LF patients and reduce the cost of treatment, we bui...
International Normalized Ratio Humans Female Bilirubin Machine Learning Risk Factors Liver Failure Male Creatine ROC Curve Area Under Curve
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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.
Leukocyte Count Simplified Acute Physiology Score Glutamyl Aminopeptidase Deep Learning Electronic Health Records Sepsis Female Renal Dialysis Aged L-Lactate Dehydrogenase United States Male Humans Alanine Transaminase Middle Aged Creatinine Bilirubin Phenotype Comorbidity Lactic Acid Databases, Factual Prognosis Acute Kidney Injury Liver Diseases Blood Urea Nitrogen
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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.
Sodium gamma-Glutamyltransferase Bilirubin Prothrombin Time Hepatic Encephalopathy Prognosis Retrospective Studies Female Risk Factors Adult Male Hepatitis B Age Factors Acute-On-Chronic Liver Failure Hepatitis B e Antigens Alkaline Phosphatase Humans Neural Networks, Computer
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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...
Neural Networks, Computer Sensitivity and Specificity Humans Bilirubin Hepatitis B Tryptophan Spectrum Analysis, Raman Phenylalanine Predictive Value of Tests Serum Albumin Pakistan
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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.
Humans Machine Learning Retrospective Studies Female Infant, Newborn Sensitivity and Specificity Male Phototherapy Bilirubin Infant, Premature ROC Curve Gestational Age Longitudinal Studies Hyperbilirubinemia, Neonatal Regression Analysis Area Under Curve Internet
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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...
Serum Albumin Blood Urea Nitrogen Endoscopy, Digestive System Thrombocytopenia Alanine Transaminase Aspartate Aminotransferases Bilirubin Humans Liver Cirrhosis, Alcoholic Non-alcoholic Fatty Liver Disease Machine Learning Gastrointestinal Hemorrhage Hemoglobins Prospective Studies Hepatic Encephalopathy Sodium Liver Cirrhosis Aged Female Platelet Count Mass Screening Male Hepatitis C, Chronic Middle Aged International Normalized Ratio Risk Assessment Esophageal and Gastric Varices Severity of Illness Index Ascites Creatinine
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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...
Multivariate Analysis Logistic Models Young Adult Algorithms Humans Depressive Disorder Adult Nutrition Surveys Biomarkers Machine Learning Data Mining Male Female Erythrocyte Indices Middle Aged Aged Bilirubin Adolescent Aged, 80 and over Blood Glucose
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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...
Female Aged Male Middle Aged Risk Assessment Postoperative Complications Humans Databases, Factual Hepatectomy ROC Curve Liver Function Tests Predictive Value of Tests Liver Failure Area Under Curve Preoperative Period Platelet Count Serum Albumin Aspartate Aminotransferases Predictive Learning Models Bilirubin
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"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 ...
Bile Bile Duct Diseases Humans Hepatic Duct, Common Female Jaundice, Obstructive Aged, 80 and over Cholangiopancreatography, Endoscopic Retrograde Bilirubin
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