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Low-complexity pattern classification-based blood pressure measurement method

Listed on
2026-10-28
Oscillometric blood pressure measurement method minimizing confidence intervals based on multiple pseudo-maximum amplitude bootstrapping

This technology is a blood pressure measurement method that obtains multiple pseudo-maximum amplitudes by iteratively applying non-parametric bootstrapping to an oscillometric envelope curve, and uses these to estimate systolic/diastolic blood pressure along with confidence intervals. The result with the narrowest confidence interval among those estimated across iteration counts is selected as the final blood pressure value.

While the oscillometric method is non-invasive and convenient, it has been difficult to use in practice because it requires over 100 measurements per subject to obtain confidence intervals for systolic and diastolic blood pressure. Existing bootstrap techniques based on five measurements have suffered from issues such as excessively wide or narrow confidence intervals and directional bias.

By connecting pseudo-maximum amplitudes and pseudo-envelopes to estimate blood pressure and comparing confidence intervals through repeated bootstrapping, this technology provides unbiased confidence intervals and accurate blood pressure values with fewer measurements. It can be applied to home automatic blood pressure monitors, wearable blood pressure monitors, and remote medical biosignal devices, allowing users to obtain reliable blood pressure results without the burden of repeated measurements.

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Key Features:
  • Acquiring an oscillometric envelope curve from sample blood pressure measurements of multiple subjects
  • Deriving multiple pseudo-maximum amplitudes and pseudo-envelopes based on the maximum amplitude of the envelope curve using non-parametric bootstrapping
  • Estimating systolic blood pressure, diastolic blood pressure, and corresponding confidence intervals by connecting the pseudo-maximum amplitudes and pseudo-envelopes
  • Obtaining multiple pseudo-maximum amplitudes for each bootstrap iteration count and selecting the systolic/diastolic blood pressure result with the smallest confidence interval

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Incheon National University
Jeon Gwang-gil
Document
Date of application:
2017-05-31
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Patent registration number:
10-1876509
Industry
healthcare•pharm
Technology
Medical devices
Country
Korea
Family Patent

N/A

Price
6000000
Fixed price
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