Predictors of device-related thrombus following percutaneous left atrial appendage occlusion

T Simard, RG Jung, K Lehenbauer, K Piayda… - Journal of the American …, 2021 - jacc.org
Background Device-related thrombus (DRT) has been considered an Achilles' heel of left
atrial appendage occlusion (LAAO). However, data on DRT prediction remain limited …

[HTML][HTML] Acute pancreatitis: A review of diagnosis, severity prediction and prognosis assessment from imaging technology, scoring system and artificial intelligence

JX Hu, CF Zhao, SL Wang, XY Tu… - World Journal of …, 2023 - ncbi.nlm.nih.gov
Acute pancreatitis (AP) is a potentially life-threatening inflammatory disease of the pancreas,
with clinical management determined by the severity of the disease. Diagnosis, severity …

A novel severity score to predict inpatient mortality in COVID-19 patients

DJ Altschul, SR Unda, J Benton… - Scientific reports, 2020 - nature.com
COVID-19 is commonly mild and self-limiting, but in a considerable portion of patients the
disease is severe and fatal. Determining which patients are at high risk of severe illness or …

EASY‐APP: An artificial intelligence model and application for early and easy prediction of severity in acute pancreatitis

B Kui, J Pintér, R Molontay, M Nagy… - Clinical and …, 2022 - Wiley Online Library
Background Acute pancreatitis (AP) is a potentially severe or even fatal inflammation of the
pancreas. Early identification of patients at high risk for developing a severe course of the …

Relationship between cholesterol-related lipids and severe acute pancreatitis: from bench to bedside

X Zhou, S Jin, J Pan, Q Lin, S Yang, Y Lu… - Journal of Clinical …, 2023 - mdpi.com
Highlights What are the main finding? Higher serum levels of total cholesterol and low-
density lipoprotein cholesterol are associated with the severity of AP, while the persistent …

[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 …

[HTML][HTML] Usefulness of random forest algorithm in predicting severe acute pancreatitis

W Hong, Y Lu, X Zhou, S Jin, J Pan, Q Lin… - Frontiers in Cellular …, 2022 - frontiersin.org
Background & Aims: This study aimed to develop an interpretable random forest model for
predicting severe acute pancreatitis (SAP). Methods: Clinical and laboratory data of 648 …

[HTML][HTML] Automated machine learning for the early prediction of the severity of Acute Pancreatitis in hospitals

M Yin, R Zhang, Z Zhou, L Liu, J Gao, W Xu… - Frontiers in Cellular …, 2022 - frontiersin.org
Background Machine learning (ML) algorithms are widespread applied in building models of
medicine due to its powerful studying and generalizing ability. This study aims to explore …

Incidence and prognostic role of pleural effusion in patients with acute pancreatitis: a meta-analysis

T Zeng, J An, Y Wu, X Hu, N An, L Gao, C Wan… - Annals of …, 2023 - Taylor & Francis
Background Pleural effusion (PE) is reported as a common complication in acute
pancreatitis (AP), while the incidence of PE in AP varies widely among studies, and the …

The association of parameters of body composition and laboratory markers with the severity of hypertriglyceridemia-induced pancreatitis

L Chen, Y Huang, H Yu, K Pan, Z Zhang, Y Man… - Lipids in Health and …, 2021 - Springer
Background Hypertriglyceridemia has arisen as the third leading cause of acute pancreatitis.
This study aimed at exploring the association between the severity of hypertriglyceridemia …