Features from the calibration segment are indicated by the prefix cal. The reference value obtained the highest relevance. The following were PWA-derived features from the PPG waveform, as well as time (t) and amplitude (a) of characteristic points from its derivatives (VPG, APG and JPG). Personal information, such as weight, obtained a low relevance score. The results were alike for DBP.</p
Performance of different ML models in term of STDE in mmHg for DBP estimation with and without calib...
<p>Abbreviation: SBP, systolic blood pressure; DBP, diastolic blood pressure; WMD, weighted mean dif...
<p>Calibrated weighting coefficients for the SD-CLUES-S model in the study area (significance of all...
PWA-derived feature from the PPG waveform, as well as time (t) and amplitude (a) of characteristic p...
The model combines oBPM® pre-processing and feature extraction with ML methods for feature selection...
Orange corresponds to SBP, while blue to DBP. The PPG-based BP estimations are shown by the solid li...
Performance of different ML models in term of STDE in mmHg for SBP estimation with and without calib...
<p>Relevance of the PLS-DA calibration modeling: explained variances and high positive weighted regr...
<p>Mean values of Accuracy, Specificity and Sensitivity for the classifications of PCa vs. Normal, B...
<p>Abbreviation: SBP, systolic blood pressure; DBP: diastolic blood pressure.</p><p>Spearman correla...
The p-values were computed to show the significance of the correlation between the subjective unders...
<p>Accuracy and positive prediction value (PPV) estimates of various imputation-based association me...
Average classification accuracy and AUC of applied methods for BPH classification.</p
Blood pressure helps the physicians greatly to have a deep insight into the cardiovascular system. T...
<p>Relevance of features from the best photo model in a univariate and multiple variable logistic re...
Performance of different ML models in term of STDE in mmHg for DBP estimation with and without calib...
<p>Abbreviation: SBP, systolic blood pressure; DBP, diastolic blood pressure; WMD, weighted mean dif...
<p>Calibrated weighting coefficients for the SD-CLUES-S model in the study area (significance of all...
PWA-derived feature from the PPG waveform, as well as time (t) and amplitude (a) of characteristic p...
The model combines oBPM® pre-processing and feature extraction with ML methods for feature selection...
Orange corresponds to SBP, while blue to DBP. The PPG-based BP estimations are shown by the solid li...
Performance of different ML models in term of STDE in mmHg for SBP estimation with and without calib...
<p>Relevance of the PLS-DA calibration modeling: explained variances and high positive weighted regr...
<p>Mean values of Accuracy, Specificity and Sensitivity for the classifications of PCa vs. Normal, B...
<p>Abbreviation: SBP, systolic blood pressure; DBP: diastolic blood pressure.</p><p>Spearman correla...
The p-values were computed to show the significance of the correlation between the subjective unders...
<p>Accuracy and positive prediction value (PPV) estimates of various imputation-based association me...
Average classification accuracy and AUC of applied methods for BPH classification.</p
Blood pressure helps the physicians greatly to have a deep insight into the cardiovascular system. T...
<p>Relevance of features from the best photo model in a univariate and multiple variable logistic re...
Performance of different ML models in term of STDE in mmHg for DBP estimation with and without calib...
<p>Abbreviation: SBP, systolic blood pressure; DBP, diastolic blood pressure; WMD, weighted mean dif...
<p>Calibrated weighting coefficients for the SD-CLUES-S model in the study area (significance of all...