Risk prediction of stroke-associated pneumonia in acute ischemic stroke with atrial fibrillation using machine learning models

Risk prediction of stroke-associated pneumonia in acute ischemic stroke with atrial fibrillation using machine learning models

Stroke-associated pneumonia (SAP) is a serious complication of acute ischemic stroke (AIS), significantly affecting patient prognosis and increasing healthcare burden. AIS patients are often accompanied by basic diseases, and atrial fibrillation (AF) is one of the common basic diseases. Despite the...

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Bibliographic Details
Main Authors: Tai Su, Peng Zhang, Bingyin Zhang, Zihao Liu, Zexing Xie, Xiaomei Li, Jixiang Ma, Tao Xin
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Artificial Intelligence
Subjects:
acute ischemic stroke
atrial fibrillation
stroke-associated pneumonia
machine learning model
nomogram
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1595101/full
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