Dataset Information
Machine learning reveals drivers of cold-related illness during energy infrastructure attacks in Wartime Ukraine.
Ontology highlight
ABSTRACT:
SUBMITTER: Marvi K
PROVIDER: S-EPMC12820090 | biostudies-literature | 2025 Dec
REPOSITORIES: biostudies-literature
Publications
Machine learning reveals drivers of cold-related illness during energy infrastructure attacks in Wartime Ukraine.
Scientific reports 20251231 1
During the Russian invasion of Ukraine, targeted attacks on energy infrastructure exposed civilians to heightened cold-related health risks. This study aimed to: (1) characterize respiratory infections and cold-related injuries during the conflict; (2) identify vulnerable sociodemographic groups; (3) assess household adaptations; and (4) evaluate how winter preparation influenced health outcomes. We surveyed 2311 households across 24 Ukrainian oblasts during the winter of 2022–2023. One adult pe ...[more]