Prediction of outpatients with conjunctivitis in Xinjiang based on LSTM and GRU models
Yijia Wang,
Xianglong Yi,
Mei Luo
et al.
Abstract:Background
Reasonable and accurate forecasting of outpatient visits helps hospital managers optimize the allocation of medical resources, facilitates fine hospital management, and is of great significance in improving hospital efficiency and treatment capacity.
Methods
Based on conjunctivitis outpatient data from the First Affiliated Hospital of Xinjiang Medical University Ophthalmology from 2017/1/1 to 2019/12/31, this paper built and evaluated Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) mo… Show more
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