[HTML][HTML] Early prediction of severe acute pancreatitis using machine learning

R Thapa, Z Iqbal, A Garikipati, A Siefkas, J Hoffman… - Pancreatology, 2022 - Elsevier
Background Acute pancreatitis (AP) is one of the most common causes of gastrointestinal-
related hospitalizations in the United States. Severe AP (SAP) is associated with a mortality …

Development of a score for predicting severe acute pancreatitis at admission

E Vannier, C Dupont-Lucas, B Lagarde, B Menahem… - Pancreas, 2022 - journals.lww.com
Objectives The identification of patients at risk of developing a severe form of acute
pancreatitis is a major issue. The goal of this study was to identify parameters at admission …

Establishment of Early Multi‐Indicator Prediction Models of Moderately Severe Acute Pancreatitis and Severe Acute Pancreatitis

SS He, D Li, QY He, XP Chen, YX Lin… - Gastroenterology …, 2022 - Wiley Online Library
Background. It is critical to accurately identify patients with severe acute pancreatitis (SAP)
and moderately SAP (MSAP) in a timely manner. The study was done to establish two early …

High‐Density Lipoprotein Cholesterol, Blood Urea Nitrogen, and Serum Creatinine Can Predict Severe Acute Pancreatitis

W Hong, S Lin, M Zippi, W Geng, S Stock… - BioMed Research …, 2017 - Wiley Online Library
Background and Aims. Early prediction of disease severity of acute pancreatitis (AP) would
be helpful for triaging patients to the appropriate level of care and intervention. The aim of …

Prospective validation of a decision tree model for prediction of severity in acute pancreatitis

TP Bohara, U Laudari, A Parajuli, S Rupakheti… - 2018 - elibrary.nhrc.gov.np
Background: Early identification of severe acute pancreatitis is important for early
stratification, goal directed fluid therapy, rationalizing level of care to improve outcome …

Nomogram for the prediction of in-hospital incidence of acute respiratory distress syndrome in patients with acute pancreatitis

N Ding, C Guo, K Song, C Li, Y Zhou, G Yang… - The American Journal of …, 2022 - Elsevier
Background Acute respiratory distress syndrome (ARDS) associated with high mortality is
the common complication in acute pancreatitis (AP). The aim of this study was to formulate …

Artificial neural network algorithm model as powerful tool to predict acute lung injury following to severe acute pancreatitis

Y Fei, K Gao, W Li - Pancreatology, 2018 - Elsevier
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. Methods …

A novel nomogram for predicting survival in patients with severe acute pancreatitis: an analysis based on the large MIMIC‐III clinical Database

D Han, F Xu, C Li, L Zhang, R Yang… - Emergency Medicine …, 2021 - Wiley Online Library
Background. Severe acute pancreatitis (SAP) can cause various complications. Septic shock
is a relatively common and serious complication that causes uncontrolled systemic …

Clinical usefulness of scoring systems to predict severe acute pancreatitis: A systematic review and meta‐analysis with pre and post‐test probability assessment

G Capurso, R Ponz de Leon Pisani… - United European …, 2023 - Wiley Online Library
Background Scoring systems for severe acute pancreatitis (SAP) prediction should be used
in conjunction with pre‐test probability to establish post‐test probability of SAP, but data of …

Prediction of severe acute pancreatitis--selected prognostic scales and laboratory markers useful in the early stage of the disease

M Sporek, W Kolber, M Pedziwiatr, M Kuźniewski… - Przeglad …, 2015 - europepmc.org
Early diagnosis of severe acute pancreatitis with its early complications, ie. acute acute
respiratory failure, acute kidney injury, or abdominal compartment syndrome, leading to the …