From microbial dynamics to risk prediction: a nomogram-based model for hospital-acquired infections in rehabilitation settings

Our findings elucidate key microbiological patterns and predictive factors for HAI in rehabilitation inpatients. The developed model, utilizing readily available clinical parameters, shows robust and generalizable performance in stratifying infection risk, which can aid early intervention and optimize resource allocation in rehabilitation care.

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Publication Details

Journal
Frontiers in Cellular and Infection Microbiology
Published
2026-02-17
DOI
https://doi.org/10.3389/fcimb.2026.1723835
Primary Topic
Nosocomial Infections in ICU
Type
article
Field-Weighted Citation Impact
0.00

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article

From microbial dynamics to risk prediction: a nomogram-based model for hospital-acquired infections in rehabilitation settings

Ali li, Bangying Yu, Yunping Guo, Chenchao Wu et al.
Frontiers in Cellular and Infection Microbiology
Nosocomial Infections in ICU
article

From microbial dynamics to risk prediction: a nomogram-based model for hospital-acquired infections in rehabilitation settings

Ali li, Bangying Yu, Yunping Guo, Chenchao Wu, Weiwei Ma, Minhua Zheng, Meidan Fang, Jing Wang
article en

Abstract

Our findings elucidate key microbiological patterns and predictive factors for HAI in rehabilitation inpatients. The developed model, utilizing readily available clinical parameters, shows robust and generalizable performance in stratifying infection risk, which can aid early intervention and optimize resource allocation in rehabilitation care.

Frontiers in Cellular and Infection MicrobiologyVol. 16
Wenzhou Medical University (CN), Health Information Management (BE)
Zhejiang Chinese Medical University
Reduced inequalities
Openalex Percentile: Top 53%
Nosocomial Infections in ICU
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