Evaluating the effectiveness of self-attention mechanism in tuberculosis time series forecasting

Abstract Background With the increasing impact of tuberculosis on public health, accurately predicting future tuberculosis cases is crucial for optimizing of health resources and medical service allocation. This study applies a self-attention mechanism to predict the number of tuberculosis cases, ai...

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Bibliographic Details
Main Authors: Zhihong Lv, Rui Sun, Xin Liu, Shuo Wang, Xiaowei Guo, Yuan Lv, Min Yao, Junhua Zhou
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Infectious Diseases
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Online Access:https://doi.org/10.1186/s12879-024-10183-9
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