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BMJ3d
Prediction of type 2 diabetes risk in people with non-diabetic hyperglycaemia: model derivation and validation using UK primary care data
These models are for use in primary care. Therefore, we used a primary care database (CPRD) to develop the models. In recent years the HbA1c assay has been the preferred method to diagnose NDH and ...
IEEE10d
Physical Activity Classification with Smartphone based Accelerometer, Gyroscope and Device Motion for Personal Diabetes Healthcare Management
As a result, we created a method of lifestyle monitoring that makes use of ... our classification model technique significantly improves the classification of various activities. The proposed gated ...
IEEE23d
Propensity Score Matching Using Support Vector Machine in Case of Type 2 Diabetes Mellitus (DM)
The purpose of this study is to apply the PSM using SVM method and calculate the accuracy and Percent Bias Reduction (PBR) on type 2 Diabetes mellitus (DM) disease complications case. The data used in ...