This paper describes the use of a deep learning based model to predict the consumption and usage of medical resources by analyzing patients'personal characteristics,treatment records,and other relevant factors.From the results,the F1 score of the model is significantly better than the benchmark model,with the highest accuracy of 91％for important classification of daily hospital data,indicating that the model has certain practicality.
关键词
大数据技术/数据驱动/深度学习/医疗资源消耗分析/医院信息管理
Key words
big data technology/data-driven/deep learning/analysis of medical resource consumption/hospital information management
维普
万方数据