A brain CT-based approach for predicting and analyzing stroke-associated pneumonia from intracerebral hemorrhage

• Published in: Frontiers in neurology Vol. 14; p. 1139048
• Main Authors: Yang, Guangtong, Xu, Min, Chen, Wei, Qiao, Xu, Shi, Hongfeng, Hu, Yongmei
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 02.06.2023
• Subjects: image registration; intracerebral hemorrhage; machine learning; Neurology; statistical analysis; stroke-associated pneumonia; intracerebral hemorrhage; machine learning; statistical analysis; image registration; stroke-associated pneumonia

Stroke-associated pneumonia (SAP) is a common complication of stroke that can increase the mortality rate of patients and the burden on their families. In contrast to prior clinical scoring models that rely on baseline data, we propose constructing models based on brain CT scans due to their accessi...