AI Article Synopsis

  • * Researchers tested this method by simulating 100 HBP cases, taking into account different reading counts (16, 20, 24) and standard deviations (5, 10, 15, 20), achieving high accuracy in determining uncontrolled HBP.
  • * Validation using real HBP data showed high C-statistics and a favorable count-to-total BP reading ratio, indicating the method effectively assesses HBP control with high sensitivity and specificity.

Article Abstract

Home blood pressure (HBP) is useful to decide whether blood pressure (BP) is controlled. However, applying HBP to daily clinical practices is still challenging without easy access to the average HBP. Therefore, we developed a simple method to make a quick decision regarding the controlledness of HBP through high BP counts. We simulated 100 cases of HBP series for each combination of 3 numbers of BP readings (K = 16, 20, 24) and 4 levels of the standard deviations (SDs = 5, 10, 15, 20). A high BP was defined as an individual BP ≥ 135/85 mmHg, and an uncontrolled HBP was defined as a mean HBP ≥ 135/85 mmHg. Validation for the decision method was conducted using actual HBP data. The C-statistics and the accuracy of the high BP counts for the uncontrolled HBP were generally high (> 0.85) for all combinations of Ks and SDs and decreased as SDs increased but remained steady as Ks increased. In validation, the C-statistic of the high BP count-to-total BP reading (C/T) ratio was 0.985, and the C/T ratio ≥ 0.5 showed a sensitivity of 0.957, a specificity of 0.907, and an accuracy of 0.927. The count-based decision method can provide an accurate quick assessment of the controlledness of HBP.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913602PMC
http://dx.doi.org/10.1038/s41598-022-04913-9DOI Listing

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