| Application of Artificial Neural Networks to Contraception Study |
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| 引用本文： | 周利锋 高尔生 金丕焕. Application of Artificial Neural Networks to Contraception Study[J]. 生殖与避孕(英文版), 1998, 9(1): 3-10 |
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| 作者姓名： | 周利锋 高尔生 金丕焕 |
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| 作者单位： | [1]OepartmentofEpidemiology,ShanghaiInstituteofPlannedParenthoodResearch,Shanghai200032,China [2]DepartmentofHealthStatistics,ShanghaiMedicalUniversity,Shanghai200032,China |
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| 摘 要： | As a newly developed border line science, the artificial neural network (ANN)has been applied in many fields. The ANN was used in the selection of contraceptives in the article, and the performances of the artificial neural networks and traditional multivariate logistic regression analysis method were compared with the training data and the testing data by receiver operating characteristic (ROC) curves. The results imply that ANN may be applied and developed further in statistics and medical fields hopefully.
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| 关 键 词： | 人工神经网络 避孕方法 ANN ROC曲线 生殖健康 |
Application of Artificial Neural Networks to Contraception Study |
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| ZHOU Li-feng , GAO Er-sheng. Application of Artificial Neural Networks to Contraception Study[J]. Journal of Reproduction and Contraception, 1998, 9(1): 3-10 |
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| Authors: | ZHOU Li-feng GAO Er-sheng |
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| Abstract: | As a newly developed border-line science, the artficial neural network (ANN)hasbeen applied in many fields. The ANN was used in the selection of contraceptives in thearticle, and the performances of the artificial neural networks and traditional multivariate logistic regression analysis method were compared with the training data and the testing data by receiver OPerating characteristic (ROC) curses. The results imply that ANNmay be aPPlied and developed further in statistics and medical fields hopefully. |
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| Keywords: | Artificial Neural Network ROC curve Statistics Contraception |
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