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Original Research
Gestational hypertension risk evaluation based on epidemiological, biochemical, and hemodynamic factors
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1
College of Life Science and Bioengineering, Beijing University of Technology, Beijing
2
Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing
3
Beijing YES Medical Device Co., Ltd., Beijing (China)
Clin. Exp. Obstet. Gynecol. 2013, 40(1), 61–65;
Published: 10 March 2013
Abstract
Purpose: Gestational hypertension (GH) is a serious health hazard for pregnant women and fetuses. The incidence of GH involves many epidemiological, biochemical, and hemodynamic factors. Methods: The current study investigated the GH risk under the influence of epidemiological, biochemical, and hemodynamic factors, and designed corresponding GH risk evaluation methods and apparatus. Results: The evaluation method has 74.15% sensitivity and 81.84% specificity. The ROC area under the curve is 0.841. The apparatus automatically imports epidemiological, biochemical, and hemodynamic factors, and then expresses the GH risk as numbers, bar codes, and colors through logic array analysis. Conclusion: The GH risk value can effectively give the risk level of GH. The GH risk barcode can improve the degree of automation of information storage, transmission, and identification in GH monitoring. The GH risk color can also improve the GH macro description.
Keywords
Risk factors
Logistic regression
Logic switch array
Risk value
Risk bar code