Predicting hypertension without measurement: A non-invasive, questionnaire-based approach

Expert Systems with Applications, pp. 7601-7609, 2015.

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Keywords:
Hypertension predictionNon-invasiveQuestionnaireBehavior Risk Factor Surveillance SystemArtificial neural networks

Abstract:

•A questionnaire-based, non-invasive approach is proposed to predict hypertension.•We detail the selection of artificial neural networks architecture in actual use.•Under-sampling with K-means algorithm is proposed to balance the dataset.•Experimental results demonstrate the feasibility of the proposed approach.•The proposed approach can ...More

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