1.Exploration on the Medication Rules of Traditional Chinese Medicine for Hypertension Treatment through Parallel K-means Optimization Algorithm
Journal of Medical Informatics 2017;38(6):71-76
The paper introduces relevant concepts of parallelization,including Mapreduce programming frame and distributed document system of Hadoop,optimizes the traditional K-means algorithm,establishes parallel K-means clustering model,explores the medication rules of Traditional Chinese Medicine (TCM) for hypertension treatment,digs into 8 groups of prescriptions for differentiation treatment of hypertension through TCM,verifies authenticity of the conclusion by combining the theories of TCM.
2.Research on the Rules of Apoplexy Treatment Based on Optimized Apriori Algorithm
Qian WANG ; Wei JIN ; Xinxia SONG
Journal of Medical Informatics 2017;38(7):62-67
On the basis of summarizing association rules algorithm and algorithm optimization,the paper explores the rules of prescription compatibility in the scheme for apoplexy diagnosis and treatment through Traditional Chinese Medicine (TCM),establishes the TCM Electronic Medical Records (EMR) database,processes and analyzes the data based on the classical association rule-Apriori algorithm,introduces the parameter optimization mining results of correlated measurement parameters Kulc and IR,eliminates pseudo strong association principle,gets the drug compatibility with strong correlation and theoretical significance,and provides theoretical guidance and reference for apoplexy medication through TCM.
3.Rapid analysis of metronidazole tablets by optic-fiber sensing technologies and the similarity of ultraviolet spectra.
Lu JIN ; Li LI ; Xinxia LI ; Ting YANG ; Bin KONG ; Pingping XU
Acta Pharmaceutica Sinica 2011;46(2):203-6
The paper is to report the development of an optic-fiber sensing technology method to analyze metronidazole tablets rapidly. In this fiber-optic sensing system, the light from source delivering to probe can be dipped into simple-handling sample solution, absorbed by the solution and reflected to the fiber-optic and detected in the detection system at last. Then the drug content can be shown in the screen from the ultraviolet absorption spectra and the consistency between that obtained by this method and that in China Pharmacopoeia can be compared. With regard to data processing, a new method is explored to identify the authenticity of drugs using the similarity between the sample map and the standard pattern by full ultraviolet spectrum. The results indicate that ultraviolet spectra of tablets can be obtained from this technology and the determination results showed no significant difference as compared with the method in China Pharmacopoeia (P > 0.05), and the similarity can be a parameter to identify the authenticity of drugs.
4.Determination of paeoniflorin in Chinese traditional herbal preparation Fuzheng-pingxiao capsule using HPLC method
Zhenhe FU ; Liang ZHAO ; Jin ZHOU ; Xinxia WANG ; Guoqing ZHANG ; Yufeng HUANG
Journal of Pharmaceutical Practice 2018;36(1):68-70,79
Objective To determine the content of paeoniflorin in Fuzhengpingxiao capsule by HPLC method .Methods The content of paeoniflorin were determined by HPLC ,and the column was an Agilent Zorbax SB-C18 column (150 mm × 4 .6 mm ,5 μm);The mobile phase was acetonitrile and 5 mmol/L sodium dihydrogen phosphate (10:90) ,and the flow rate was set at 1 ml/min .Column temperature was 25°C ,detection wavelength was 230 nm ,injection volume was 10 μl ,and running time was 25 min .Results Paeoniflorin was linear (r=0 .9999) in the concentration of 25 .0-500 .0 μg/ml ,the linear equation was Y=12 .65 X +43 .54 ,and the average recovery was 92 .69% with RSD value was 1 .77% .Conclusion The method was easy to operate ,reliable and reproducible ,which could be used in the determination of paeoniflorin in FuzhengPingxiao capsule .
5. Relation of perceived social support, job insecurity and psychological distress among clinical nurses
Guiyuan ZOU ; Xinxia JIN ; Aiping WANG ; Yanfei LI ; Qinghua LU ; Weiyu TENG
Chinese Journal of Practical Nursing 2019;35(23):1768-1772
Objective:
To examine the potential mediating effect of perceived social support on job insecurity and psychological distress among clinical nurses.
Methods:
A total of 462 clinical nurses in Shandong Province were selected by convenience sampling method. They were assessed with job insecurity scale, perceived social support and 10-item Kessler Psychological Distress Scale (K10) for the evaluation of job insecurity, self-esteem and psychological distress.
Results:
The mean score of K10 was (23.72±7.22) points among clinical nurses, and 85.9% (397/462) of them had psychological distress problems. The K10 scores were positively correlated with the scores of job insecurity (