Using Signal Features of Functional Near-Infrared Spectroscopy for Acute Physiological Score Estimation in ECMO Patients

Using Signal Features of Functional Near-Infrared Spectroscopy for Acute Physiological Score Estimation in ECMO Patients

Extracorporeal membrane oxygenation (ECMO) is a vital emergency procedure providing respiratory and circulatory support to critically ill patients, especially those with compromised cardiopulmonary function. Its use has grown due to technological advances and clinical demand. Prolonged ECMO usage ca...

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Bibliographic Details
Main Authors: Hsiao-Huang Chang, Kai-Hsiang Hou, Ting-Wei Chiang, Yi-Min Wang, Chia-Wei Sun
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Bioengineering
Subjects:
near-infrared spectroscopy (NIRS)
extracorporeal membrane oxygenation (ECMO)
microcirculation
acute physiologic and chronic health evaluation II (APACHE II) scoring system
support vector machine (SVM)
Online Access:https://www.mdpi.com/2306-5354/11/1/26

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https://www.mdpi.com/2306-5354/11/1/26

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