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We extracted all heterogeneous data (2008 pre-ICU and ICU variables) collected from a prospective cohort (n = 844, 51 ICUs) of ICP-monitored TBI patients in the Collaborative European NeuroTrauma Effectiveness Research in TBI study.
Quantitative evaluation We utilize 2018–2020 season data for model training and validation, and 2021 season data for model evaluation. We perform a five-fold cross-validation to select the best model during training, and perform hyperparameter optimization to select the best settings on multiple model architecture and training parameters.
She highlighted the significant fluctuations in revenue trends, particularly noting the impact of the Single European Market in 1993, which caused a reduction in local business tax rates, and the 2008 financial crisis, which temporarily reduced local authority revenues due to a drop in economic activities. for labor unions.
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