Machine learning reveals drivers of cold-related illness during energy infrastructure attacks in Wartime Ukraine

Machine learning reveals drivers of cold-related illness during energy infrastructure attacks in Wartime Ukraine


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) identi…

Author: Kimia Marvi, Iftikhar U. Sikder, Shanshan Wang, Juan Espinoza, Nancy Fiedler, Julia Pavlova, Irina Holovanova, Emily S. Barrett, Ubydul Haque


Published at: 2025-12-31 00:00:00

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