Biomedical and environmental sciences : BESHumansHospitalizationCardiovascular DiseasesJapanAir Pollutants
Short-Term Lag Effects of Climate-Pollution Interactions on Cardiopulmonary Hospitalizations: A Multi-City Predictive Study Using the AE+LSTM Hybrid Model in Japan.
Yi Jia Chen, Fan Zhao, Qing Yang Wu, Yukitaka Ohashi, Tomohiko Ihara
Published: 202510.3967/bes2025.137
Abstract
Objective: To assess the short-term lag effects of climate and air pollution on hospital admissions for cardiovascular and respiratory diseases, and to develop deep learning-based models for daily hospital admission prediction. Methods: A multi-city…
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