Key result
A feature selection method using the Taguchi method achieved correlation coefficients of 0.88 and 0.87 for estimating systolic blood pressure across two datasets, outperforming similar methods.
Why the study?
Does the proposed feature selection method using the Taguchi method improve the accuracy of cuffless systolic blood pressure estimation from photoplethysmograms?
Does the proposed feature selection method using the Taguchi method improve the accuracy of cuffless systolic blood pressure estimation from photoplethysmograms?
A novel feature selection method using the Taguchi method improves the accuracy of cuffless systolic blood pressure estimation from photoplethysmograms.
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May support more accurate cuffless SBP estimation from PPG; leaves open clinical validation before practice use.
Suzuki et al. (2014) studied Systolic blood pressure estimation. Feature selection method using the Taguchi method vs. Similar methods used for comparison purposes was evaluated on Correlation coefficient between actual measurement values and estimated SBP values. A feature selection method using the Taguchi method achieved correlation coefficients of 0.88 and 0.87 for estimating systolic blood pressure across two datasets, outperforming similar methods.
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