Standardizing Heat-Related Diagnoses for Predictive Modeling in Healthcare

Climate change is increasing acute heat events, intensifying health risks and straining healthcare systems. This study aims to support heat-related diagnoses prediction models for Germany by assigning ICD-10-GM codes to relevant conditions identified from the literature. Using the OHDSI mapping tool and clinical validation, 64 heat-related conditions were coded, enhancing data standardization. This approach facilitates reliable inclusion of diagnoses in association analyses and paves the way for improved resource allocation during heat events.

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Publication Details

Journal
Studies in health technology and informatics
Published
2025-04-24
DOI
https://doi.org/10.3233/shti250156
Citations
2
Primary Topic
Climate Change and Health Impacts
Type
article
Field-Weighted Citation Impact
15.92
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article

Standardizing Heat-Related Diagnoses for Predictive Modeling in Healthcare

Elisa Henke, Martin Sedlmayr, Jakob Thiel
2 citations
Studies in health technology and informatics
Climate Change and Health Impacts
15.92
article

Standardizing Heat-Related Diagnoses for Predictive Modeling in Healthcare

Elisa Henke, Martin Sedlmayr, Jakob Thiel
article en
2 citations

Abstract

Climate change is increasing acute heat events, intensifying health risks and straining healthcare systems. This study aims to support heat-related diagnoses prediction models for Germany by assigning ICD-10-GM codes to relevant conditions identified from the literature. Using the OHDSI mapping tool and clinical validation, 64 heat-related conditions were coded, enhancing data standardization. This approach facilitates reliable inclusion of diagnoses in association analyses and paves the way for improved resource allocation during heat events.

Studies in health technology and informaticsVol. 324
University Hospital Carl Gustav Carus (DE), Technische Universität Dresden (DE)
Climate action
Openalex Percentile: Top 1%
Climate Change and Health Impacts
15.92
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