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Prediction of glucose level based on time series analysis for both type1 and type2 diabetes
- Title
- Prediction of glucose level based on time series analysis for both type1 and type2 diabetes
- Date Issued
- 2017-07-14
- Publisher
- IEEE Engineering in Medicine and Biology Society
- Abstract
- Diabetes patients must manage their glucose level, so they should measure it. We proposed prediction algorithms to use time-series models to interpret continuous glucose monitoring data. The best model achieved sensitivity = 67.0%, specificity = 96.4% and accuracy = 94.3%.
- Article Type
- Conference
- Citation
- 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2017-07-14
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