AIMC Topic: Pancreatitis

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An Artificial Neural Networks Model for Early Predicting In-Hospital Mortality in Acute Pancreatitis in MIMIC-III.

BioMed research international Jan 28, 2021
BACKGROUND: Early and accurate evaluation of severity and prognosis in acute pancreatitis (AP), especially at the time of admission is very significant. This study was aimed to develop an artificial neural networks (ANN) model for early prediction of...
Databases, Factual Female Aged Sensitivity and Specificity Male Humans Neural Networks, Computer Middle Aged Hospital Mortality Pancreatitis
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Comparison of MPL-ANN and PLS-DA models for predicting the severity of patients with acute pancreatitis: An exploratory study.

The American journal of emergency medicine Jan 22, 2021
OBJECTIVE: Acute pancreatitis (AP) is a common inflammatory disorder that may develop into severe AP (SAP), resulting in life-threatening complications and even death. The purpose of this study was to explore two different machine learning models of ...
Least-Squares Analysis Lymphocytes Pancreatitis Female Reproducibility of Results Humans Sensitivity and Specificity Machine Learning Male Biomarkers Middle Aged Severity of Illness Index Case-Control Studies China Neutrophils Predictive Value of Tests
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Artificial neural networks accurately predict intra-abdominal infection in moderately severe and severe acute pancreatitis.

Journal of digestive diseases Jul 21, 2019
OBJECTIVE: The aim of this study was to evaluate the efficacy of artificial neural networks (ANN) in predicting intra-abdominal infection in moderately severe (MASP) and severe acute pancreatitis (SAP) compared with that of a logistic regression mode...
Predictive Value of Tests Models, Biological APACHE Pancreatitis Intraabdominal Infections Male Middle Aged Severity of Illness Index ROC Curve Logistic Models Humans Neural Networks, Computer Prognosis Retrospective Studies Female Risk Factors Adult
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Development and validation of three machine-learning models for predicting multiple organ failure in moderately severe and severe acute pancreatitis.

BMC gastroenterology Jul 4, 2019
BACKGROUND: Multiple organ failure (MOF) is a serious complication of moderately severe (MASP) and severe acute pancreatitis (SAP). This study aimed to develop and assess three machine-learning models to predict MOF.
Adult Male Middle Aged Risk Assessment Severity of Illness Index Humans Machine Learning Prognosis Retrospective Studies Female APACHE Pancreatitis Logistic Models Multiple Organ Failure Predictive Value of Tests Acute Disease
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Prediction and evaluation of the severity of acute respiratory distress syndrome following severe acute pancreatitis using an artificial neural network algorithm model.

HPB : the official journal of the International Hepato Pancreato Biliary Association Dec 24, 2018
BACKGROUND: To predict the risk and severity of acute respiratory distress syndrome (ARDS) following severe acute pancreatitis (SAP) by artificial neural networks (ANNs) model.
Respiratory Distress Syndrome Predictive Value of Tests Pancreatitis Adult Male Middle Aged Risk Assessment Humans Prognosis Severity of Illness Index Neural Networks, Computer Female Decision Support Techniques Reproducibility of Results Risk Factors
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Artificial neural network algorithm model as powerful tool to predict acute lung injury following to severe acute pancreatitis.

Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] Sep 26, 2018
OBJECTIVE: The aim of this study is to predict the risk of severe acute pancreatitis (SAP) associated with acute lung injury (ALI) by artificial neural networks (ANNs) model.
Humans Neural Networks, Computer Machine Learning Logistic Models Predictive Value of Tests Area Under Curve Acute Disease Adult L-Lactate Dehydrogenase Oxyhemoglobins Male Algorithms Pancreatitis Middle Aged Prognosis Risk Assessment Acute Kidney Injury ROC Curve Female Young Adult
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Pro-inflammatory cytokines after an episode of acute pancreatitis: associations with fasting gut hormone profile.

Inflammation research : official journal of the European Histamine Research Society ... [et al.] Dec 29, 2017
INTRODUCTION: Pro-inflammatory cytokines, such as interleukin (IL)-6, tumour necrosis factor (TNF)α, and monocyte chemoattractant protein (MCP)-1, are often elevated in individuals after acute pancreatitis but what determines their levels is poorly u...
Middle Aged Female Fasting Aged Hyperglycemia Pancreatitis Adult Chemokine CCL2 Gastric Inhibitory Polypeptide Cross-Sectional Studies Acute Disease Humans Gastrointestinal Hormones Male Tumor Necrosis Factor-alpha Peptide YY Interleukin-6 Pregnancy
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Risk Prediction for Portal Vein Thrombosis in Acute Pancreatitis Using Radial Basis Function.

Annals of vascular surgery Sep 22, 2017
BACKGROUND: Acute pancreatitis (AP) can induce portosplenomesenteric vein thrombosis (PVT), which may generate higher morbidity and mortality. However current diagnostic modalities for PVT are still controversial. In recent decades, artificial neural...
Models, Theoretical Venous Thrombosis Acute Disease Portal Vein APACHE Pancreatitis Hematologic Tests Male Middle Aged Risk Assessment ROC Curve Logistic Models Retrospective Studies Female Adult Sensitivity and Specificity Humans Neural Networks, Computer Biomarkers
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Artificial neural networks predict the incidence of portosplenomesenteric venous thrombosis in patients with acute pancreatitis.

Journal of thrombosis and haemostasis : JTH Feb 3, 2017
UNLABELLED: Essentials Predicting the occurrence of portosplenomesenteric vein thrombosis (PSMVT) is difficult. We studied 72 patients with acute pancreatitis. Artificial neural networks modeling was more accurate than logistic regression in predicti...
Ultrasonography, Doppler Young Adult Humans Pancreatitis Neural Networks, Computer Adult Software Male Retrospective Studies Middle Aged Female Logistic Models ROC Curve Aged Venous Thrombosis Regression Analysis Acute Disease Pattern Recognition, Automated
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Prevention, Detection, and Management of Post-Endoscopic Retrograde Cholangiopancreatography Pancreatitis.

Gut and liver Nov 15, 2025
Endoscopic retrograde cholangiopancreatography (ERCP) is a widely used diagnostic and therapeutic procedure for pancreaticobiliary diseases. However, its relatively invasive nature necessitates a thorough understanding of potential adverse events and...
Risk Assessment Postoperative Complications Stents Cholangiopancreatography, Endoscopic Retrograde Pancreatitis Humans Risk Factors
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