Development and validation of a LASSO-based predictive model for inadvertent hypothermia in ICU patients

The IH predictive model for ICU patients constructed in this study passed both internal and external validation, and has good differentiation, calibration, clinical utility, and generalizability, which can help healthcare professionals to effectively identify high-risk groups for IH in the ICU.

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Publication Details

Journal
Frontiers in Medicine
Published
2025-08-18
DOI
https://doi.org/10.3389/fmed.2025.1596030
Primary Topic
Thermal Regulation in Medicine
Type
article
Field-Weighted Citation Impact
0.00
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article

Development and validation of a LASSO-based predictive model for inadvertent hypothermia in ICU patients

Lianhong Wang, Yuxuan Chen, Dongmei Wang, Xueting Wang et al.
Frontiers in Medicine
Thermal Regulation in Medicine
article

Development and validation of a LASSO-based predictive model for inadvertent hypothermia in ICU patients

Lianhong Wang, Yuxuan Chen, Dongmei Wang, Xueting Wang, Xia Zhang, Hua Lan
article en

Abstract

The IH predictive model for ICU patients constructed in this study passed both internal and external validation, and has good differentiation, calibration, clinical utility, and generalizability, which can help healthcare professionals to effectively identify high-risk groups for IH in the ICU.

Frontiers in MedicineVol. 12
Zunyi Medical University (CN)
Openalex Percentile: Top 75%
Thermal Regulation in Medicine
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