Non-Invasive Monitoring of Cerebral Edema Using Ultrasonic Echo Signal Features and Machine Learning

Non-Invasive Monitoring of Cerebral Edema Using Ultrasonic Echo Signal Features and Machine Learning

Objectives: Cerebral edema, a prevalent consequence of brain injury, is associated with significant mortality and disability. Timely diagnosis and monitoring are crucial for patient prognosis. There is a pressing clinical demand for a real-time, non-invasive cerebral edema monitoring method. Ultraso...

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Bibliographic Details
Main Authors: Shuang Yang, Yuanbo Yang, Yufeng Zhou
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Brain Sciences
Subjects:
cerebral edema
ultrasonic echo signal
non-invasive monitoring
machine learning
Online Access:https://www.mdpi.com/2076-3425/14/12/1175
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