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Conference Paper
Machine Learning-based Prediction of Future Onset of Hypertension from General Health Checkup Records
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- Authors
- Minho Kim, Young-Won Kim, Youngwoong Han, Ho-Youl Jung, Myungeun Lim, Dae-Hee Kim, Donghun Lee, Jaehun Choi
- Issue Date
- 2016-06
- Citation
- International Conference on Convergence Technology (ICCT) 2016, pp.619-620
- Language
- English
- Type
- Conference Paper
- Abstract
- The aim of this study is to examine whether general health checkup records can tell a future onset of hypertension. For this purpose, we developed machine learning-based models that predict whether hypertension occurs in five years by using a person's general health checkup records for more than or equal to one year. Through experiments, we present the performance and feasibility of the prediction.
- KSP Keywords
- Learning-based, general health, machine Learning