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Blood pressure prediction based on the heart rate measurements

  • Matlab
  • Prediction
  • Regression Modelling

A solution to predict patient's blood pressure basing on previously measured and logged heart rate data.

Our developers have made evaluation of parameters of the model for predicting systolic and diastolic blood pressure based on the values of current pulse transit time and heart rate parameters.

Data gathering according to the measurement protocol provided by the customer was step #1.

Part of the data was selected to teach the model by least square method.

For the selected parameters we have calculated confidence intervals and residuals distribution. The resulting model successfully passed testing on a sample data set.

The final model was integrated into the application that is used to estimate the patient's stress level and the state of his cardiovascular system.

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Services
Industries
Development time
1 week of 1 developer