Electronic Medical Record of University Hospital Based on Deep Learning

2019 2nd International Conference on Advanced Materials, Intelligent Manufacturing and Automation

Cao, Wanshan^1 ; Su, Jing^1 ; Peng, Zhibin^1 ; Xu, Weihong^2 ; Liu, Qingjian^1

Faculty of Mathematics and Computer Science, Guangdong Ocean University, Zhanjiang, Guangdong

524000, China^1

Central People's Hospital of Zhanjiang, Zhanjiang, Guangdong

524000, China^2

关键词: Electronic medical record;    Electronic medical record system;    Health education;    Medical record;    Medical services;    Neural network model;    Work efficiency;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/569/5/052110/pdf
DOI  :  10.1088/1757-899X/569/5/052110

来源: IOP

【 摘 要 】

Because the traditional paper medical record has the disadvantages of illegible handwriting and being difficult to save, we design the electronic medical record system for the university hospital. Additionally, the neural network model is used to realize auxiliary diagnosis and help doctors make decisions, which can provide effective reference for preventive health care, health education, and medical services in school hospitals. The system is putting into use in our university and has effectively improved the work efficiency of our school hospital.