The relationship between clinical subtypes, prognosis, and treatment in ICU patients with acute cholangitis using unsupervised machine learning methods
Abstract Background Acute cholangitis (AC) presents with significant clinical heterogeneity, and existing severity classifications have limited prognostic value in critically ill patients. Subtypes of AC in critically ill patients have not been investigated. Objective The study aimed to offer a nove...
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| Main Authors: | Yuanhui Sheng, Shan Xu, Shu Zhang, Dan Zhang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
BMC
2025-08-01
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| Series: | BMC Infectious Diseases |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s12879-025-11346-y |
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