A research for scheduling method of rehabilitation medical resource for smart traditional Chinese medicine based on genetic algorithm and its application on the treatment for dysphagia
10.3969/J.ISSN.1672-8270.2017.03.002
- VernacularTitle:基于遗传算法的吞咽功能障碍智慧中医康复资源调度方法研究
- Author:
Jie CHEN
;
Chong SU
- Keywords:
Smart rehabilitation of tradition chinese medicine;
Dysphagia;
Rehabilitation medical resource;
Scheduling;
Genetic algorithm
- From:
China Medical Equipment
2017;14(3):6-12
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To explore a scheduling method of rehabilitation medical resource for smart traditional Chinese medicine(TCM) for dysphagia because of cerebral apoplexy in order to save diagnosis time for patient and reasonably arrange treatment process for medical personnel.Methods: We designed the framework of smart TCM rehabilitation system, and proposed the medical resource scheduling model including acupuncture, massage and rehabilitation training. In addition, the genetic algorithm was employed to establish the scheduling method under the optimal objective towards the scheduling time.Results: (1) The treatment time of five dysphagia patients by using rehabilitation resource scheduling in Beijing Zhongguancun Hospital were saved 42.5% from the total treatment time compared to without scheduling; (2)The rehabilitation process of twenty virtual dysphagia patients were treated by the simulation scheduling, and 71% of total treatment time was saved. The efficiency of diagnosis and treatment was improved obviously .Conclusion: Smart TCM rehabilitation resource scheduling method can be used in an assisted rehabilitation therapy for dysphagia because of cerebral apoplexy, and it can improve the efficiency of diagnosis and treatment for patient and save a lot of medical resources.
