Clinical phenotype of ARDS based on K-means cluster analysis: A study from the eICU database
The clinical classification of ARDS based on K-means clustering analysis is beneficial for further identifying ARDS patients with different characteristics. Compared to the Berlin standard, the new clinical classification of ARDS provides a clearer display of the survival status of different types of patients, which helps to predict patient prognosis<b>.</b>
Authors
- Shucheng Zhang
- Wei Zhang (ORCID: https://orcid.org/0000-0002-8706-6082)
- Linlin Wu (ORCID: https://orcid.org/0000-0002-5460-9992)
Institutions
- Zunyi Medical University (CN)
- People's Hospital of Bishan District (CN)
- Shandong Provincial QianFoShan Hospital (CN)
- Shandong First Medical University (CN)
Publication Details
- Journal
- Heliyon
- Published
- 2024-10-01
- DOI
- https://doi.org/10.1016/j.heliyon.2024.e39198
- Citations
- 4
- Primary Topic
- Respiratory Support and Mechanisms
- Type
- article
- Field-Weighted Citation Impact
- 1.68