使用互聯網搜索索引和機器學習模型準確預測急診到達時間 Accurate Forecasting of Emergency Department Arrivals With Internet Search Index and Machine Learning Models: Model Development and Performance Evaluation

本研究旨在開發一種具有機器學習模型和互聯網搜索索引的智能預測系統，以提供對急診患者到達的準確預測，驗證互聯網搜索索引的有效性，並探索非線性模型是否可以提高預測準確性。

This study aims to develop an intelligent forecasting system with machine learning models and internet search index to provide an accurate prediction of ED patient arrivals, to verify the effectiveness of the internet search index, and to explore whether nonlinear models can improve the forecasting accuracy.