Data Mining-Based Stability and Prescription Analysis of Neonatal Parenteral Nutrition Solution
| Autor: | Xiaoyan Han, Hao Yang, Wenyan Fan, Huiqin Li |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Parenteral nutrient
Medicine (General) Parenteral Nutrition Biomedical Engineering Health Informatics computer.software_genre Sterile environment R5-920 Medical technology Data Mining Humans Medicine R855-855.5 Amino Acids Medical prescription Parenteral Nutrition Solutions business.industry Infant Newborn Clinical Practice Prescriptions Parenteral nutrition Surgery Data mining business computer Research Article Biotechnology |
| Zdroj: | Journal of Healthcare Engineering Journal of Healthcare Engineering, Vol 2021 (2021) |
| ISSN: | 2040-2309 2040-2295 |
| DOI: | 10.1155/2021/5744656 |
| Popis: | In order to evaluate the stability of neonatal parenteral nutrition solution, in this paper, the prescription of neonatal parenteral nutrition solution was investigated and analyzed. The formula of neonatal parenteral nutrition solution used, particularly the one utilized in this study, is commonly used in clinical practice. All the neonatal parenteral nutrition solution required for the test was prepared on the purification workbench in a sterile environment. The time points of stability of parenteral nutrient solution were 0, 12, and 24 hours, respectively, and three parallel samples were taken at each time point. Likewise, to investigate the stability of two kinds of fat milk injection in parenteral nutrition solution of neonates and provide a reference for subsequent experiments and to investigate the influence of electrolyte, amino acid, temperature, pH value, mixing sequence, and the final concentration of glucose on the stability of neonatal parenteral nutrition solution, the stability indexes of neonatal parenteral nutrition liquid mainly include appearance, pH, insoluble particles, fat milk particle size, and particle size distribution. Neonatal parenteral nutrition solution prescriptions from the First Affiliated Hospital of Jinan University, specifically from January to June 2019, were collected and statistically processed. The experimental data were processed by SPSS 19.0 software and data mining technology. The results were expressed as mean ± standard deviation and statistically processed by ANOVA. P < 0.05 was considered statistically significant. The results showed that the stability of neonatal parenteral nutrient solution was influenced by many factors. The formula of neonatal parenteral nutrition solution is generally reasonable, but there are unreasonable phenomena which are needed to be improved further if feasible. |
| Databáze: | OpenAIRE |
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