[HTML][HTML] Machine learning predictive models for acute pancreatitis: a systematic review

Y Zhou, Y Ge, X Shi, K Wu, W Chen, Y Ding… - International journal of …, 2022 - Elsevier
Introduction Acute pancreatitis (AP) is a common clinical pancreatic disease. Patients with
different severity levels have different clinical outcomes. With the advantages of algorithms …

Thoracic epidural analgesia and mortality in acute pancreatitis: a multicenter propensity analysis

M Jabaudon, N Belhadj-Tahar, T Rimmele… - Critical care …, 2018 - journals.lww.com
Objective: Recent preclinical and clinical data suggest that thoracic epidural analgesia, a
technique primarily aimed at decreasing pain, might exert anti-inflammatory effects, enhance …

Etiology and mortality in severe acute pancreatitis: a multicenter study in Japan

H Yasuda, M Horibe, M Sanui, M Sasaki, N Suzuki… - Pancreatology, 2020 - Elsevier
Abstract Background/Objectives Severe acute pancreatitis (SAP) has a high mortality rate
despite ongoing attempts to improve prognosis through a various therapeutic modalities …

New markers in predicting the severity of acute pancreatitis in the emergency department: Immature granulocyte count and percentage

C Bedel, M Korkut, F Selvi - Journal of Postgraduate Medicine, 2021 - journals.lww.com
Background: Acute pancreatitis (AP) may vary in severity, from mild, self-limiting pancreatic
inflammation to rapidly progressive life-threatening clinical course. If the severity of AP can …

[HTML][HTML] Real-time prediction of organ failures in patients with acute pancreatitis using longitudinal irregular data

J Luo, L Lan, S Huang, X Zeng, Q Xiang, M Li… - Journal of Biomedical …, 2023 - Elsevier
It is extremely important to identify patients with acute pancreatitis who are at high risk for
developing persistent organ failures early in the course of the disease. Due to the irregularity …

Prognostic value of the creatinine-albumin ratio in acute pancreatitis debridement

Z Zhao, Y Yu, R Xie, K Yang, D Xu, L Li, J Lin, L Zheng… - BMC surgery, 2020 - Springer
Background Increases in the levels of serum C-reactive protein (CRP) and creatinine (Cr)
and decreases in those of albumin (Alb) are commonly observed in acute pancreatitis (AP) …

Serum lactate dehydrogenase is a sensitive predictor of systemic complications of Acute Pancreatitis

DN Huang, HJ Zhong, YL Cai… - … Research and Practice, 2022 - Wiley Online Library
Background. Acute pancreatitis (AP) is a common and potentially life‐threatening
inflammatory disease that can cause various complications, including systemic inflammatory …

Machine learning based on clinical characteristics and chest CT quantitative measurements for prediction of adverse clinical outcomes in hospitalized patients with …

Z Feng, H Shen, K Gao, J Su, S Yao, Q Liu, Z Yan… - European …, 2021 - Springer
Objectives To develop and validate a machine learning model for the prediction of adverse
outcomes in hospitalized patients with COVID-19. Methods We included 424 patients with …

Early prediction of the severity of acute pancreatitis using radiologic and clinical scoring systems with classification tree analysis

HW Choi, HJ Park, SY Choi, JH Do… - American Journal of …, 2018 - Am Roentgen Ray Soc
OBJECTIVE. The objective of our study was to develop a decision tree model for the early
prediction of the severity of acute pancreatitis (AP) using clinical and radiologic scoring …

[HTML][HTML] Predictive value of machine learning for the severity of acute pancreatitis: A systematic review and meta-analysis

R Qian, J Zhuang, J Xie, H Cheng, H Ou, X Lu… - Heliyon, 2024 - cell.com
Background Predicting the severity of acute pancreatitis (AP) early poses a challenge in
clinical practice. While there are well-established clinical scoring tools, their actual predictive …