Identifying Novel Clusters of Patients With Prolonged Mechanical Ventilation Using Trajectories of Rapid Shallow Breathing Index

Identifying Novel Clusters of Patients With Prolonged Mechanical Ventilation Using Trajectories of Rapid Shallow Breathing Index

ObjectivePatients with prolonged mechanical ventilation (PMV) are comprised of a heterogeneous population, creating great challenges for clinical management and study design. The study aimed to identify subclusters of PMV patients based on trajectories of rapid shallow breathing index (RSBI), and to...

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Bibliographic Details
Main Authors: Tsung-Ming Yang, Lin Chen, Chieh-Mo Lin, Hui-Ling Lin, Tien-Pei Fang, Huiqing Ge, Huabo Cai, Yucai Hong, Zhongheng Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Medicine
Subjects:
prolonged mechanical ventilation
rapid shallow breathing index
gradient boosting machine
mortality
ICU
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2022.880896/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2022.880896/full

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