Hypertension is the primary disease that endangers human health. A convenient and accurate blood pressure measurement method can help to prevent the hypertension. This paper proposed a continuous blood pressure measurement method based on facial video signal. Firstly, color distortion filtering and independent component analysis were used to extract the video pulse wave of the region of interest in the facial video signal, and the multi-dimensional feature extraction of the pulse wave was preformed based on the time-frequency domain and physiological principles; Secondly, an integrated feature selection method was designed to extract the universal optimal feature subset; After that, we compared the single person blood pressure measurement models established by Elman neural network based on particle swarm optimization, support vector machine (SVM) and deep belief network; Finally, we used SVM algorithm to build a general blood pressure prediction model, which was compared and evaluated with the real blood pressure value. The experimental results showed that the blood pressure measurement results based on facial video were in good agreement with the standard blood pressure values. Comparing the estimated blood pressure from the video with standard blood pressure value, the mean absolute error (MAE) of systolic blood pressure was 4.9 mm Hg with a standard deviation (STD) of 5.9 mm Hg, and the MAE of diastolic blood pressure was 4.6 mm Hg with a STD of 5.0 mm Hg, which met the AAMI standards. The non-contact blood pressure measurement method based on video stream proposed in this paper can be used for blood pressure measurement.
Humans ; Blood Pressure/physiology* ; Blood Pressure Determination/methods* ; Algorithms ; Hypertension/diagnosis* ; Sexually Transmitted Diseases

PURPOSE: The aim of this study was to evaluate the effectiveness of a community-based intervention for prehypertensive adults, to enhance stroke risk awareness and to adopt a preventive lifestyle for primary stroke prevention. METHODS: This was a single-blinded, repeated measures quasi-experimental study with 47 participants (23 in the experimental group and 24 in the control group) recruited through convenience sampling from two urban areas. The stroke risk self-management intervention consisted of three weekly, 2-hour, face-to-face sessions and two booster telephone sessions, utilizing strategies to enhance motivation for behavioral changes based on the Self-Determination Theory. All participants completed a pretest, a 1- month and a 3-month post test of stroke risk awareness and preventive lifestyle including blood pressure self-monitoring, healthy diet, and regular physical activity. Data were analyzed using descriptive statistics, chi-square test, two sample t test, repeated measures analysis of variance, and Friedman test with PASW Statistics 18.0. RESULTS: After the intervention, significant improvements were found in the experimental group for stroke risk awareness, blood pressure self-monitoring and regular physical activity, and were sustained over time. CONCLUSIONS: Our preliminary results indicate that the stroke risk self-management intervention is feasible and associated with improvement in self-management of stroke risk factors for primary stroke prevention among a prehypertensive population.
Adult ; Behavior Therapy/*education ; Blood Pressure Determination/*methods ; Female ; Humans ; Male ; Middle Aged ; Motivation ; *Patient Education as Topic ; Prehypertension/*nursing ; Primary Prevention/*methods ; Republic of Korea ; Risk Factors ; Self Care/*methods ; Stroke/*prevention & control ; Urban Population/statistics & numerical data

OBJECTIVESTo explore the significance of noninvasive central blood pressure detection in blood pressure management and vessel function assessment of hypertension.

METHODSA total of 348 subjects were recruited in the study and A-pulse CASP software were derived to measure the parameters of CASP and vessel function. The recruited subjects were divided into different groups for analysis according to age and disease.

RESULTS(1) CASP in hypertension group were both higher than those in normal group, while RAI and PRT lower. (2) Hypertensive patients of which brachial blood pressure were controlled have lower CASP and RAI than those above the level. (3) Hypertensive patients whose brachial blood pressure were controlled have significantly higher CASP than normal subjects.

CONCLUSIONSCentral blood pressure is more reflective of actural blood pressure and vessel function. Enhanced control of CASP in hypertensive patients contributes to improving vessel compliance.

OBJECTIVE: To investigate the safety, efficacy and long-term patency of parallel shunts (PS) in the management of the transjugular intrahepatic portosystemic shunt (TIPS) dysfunction. MATERIALS AND METHODS: Between March 2007 and October 2010, 18 patients (13 men and 5 women) who underwent TIPS revision with the creation of PS were evaluated retrospectively. In the first 10 patients, a 10-mm-diameter Wallgraft endoprosthesis was deployed; in the latter 8 patients, an 8-mm-diameter Fluency endoprosthesis was deployed. RESULTS: The creation of PS was technically successful in all patients. The mean +/- standard deviation portosystemic pressure gradient before and after the procedure was 25.5 +/- 7.3 mm Hg (range, 16-37 mm Hg) and 10.9 +/- 2.3 mm Hg (range, 7-16 mm Hg), respectively. The duration of follow-up was 16.7 +/- 10.8 months (range, 6-42 months). The primary shunt patency rates at 12 months after the creation of PS was 70% with Wallgraft endoprostheses and 87.5% with Fluency endoprostheses. CONCLUSION: TIPS revision with the creation of PS is a safe, effective and durable method for treating shunt dysfunction.
Adult ; Aged ; Blood Pressure Determination ; Female ; Humans ; Male ; Middle Aged ; Polytetrafluoroethylene ; Portasystemic Shunt, Transjugular Intrahepatic/adverse effects/*methods ; Prosthesis Design ; Reoperation/methods ; Retrospective Studies ; Stents

A novel blood pressure measurement system was designed which based on auscultatory method. And the electret sensor that embedded into the internal instrument can detect the Korotkoff-sound signal directly which is coupled by the cuff and transmitted in the cross connection. The BP values identification algorithm is based on combined detection of Korotkoff-sound and pulse signal, and the products of amplitudes and energies are calculated as the characteristic values of Korotkoff-sound, and the Korotkoff-sound phases are classified and detected by means of clustering of characteristic values, and then BP parameters are determined. The contrast test and statistical analysis showed good consistency and accuracy between the new BP detection method and conventional mercury sphygmomanometer.
Blood Pressure ; Blood Pressure Determination ; instrumentation ; methods ; Equipment Design

This paper briefly introduces the basic principle of non-invasive automated sphygmomanometers, discusses its accuracy and influence factors and analyzes the Calibration test methods and its Inadequacies in application process as well.
Automation ; instrumentation ; methods ; Blood Pressure Determination ; instrumentation ; methods ; Sphygmomanometers

A small experimental system is constructed with working principle of continuous blood pressure monitoring based on the volume compensation method. The preliminary experimental results show that the system can collect blood pressure signals at the radial artery effectively. The digital PID algorithm can track the variation of blood pressure. And the accuracy of continuous blood pressure detecting achieve the level of same kind of product.
Algorithms ; Blood Pressure Determination ; instrumentation ; methods ; Equipment Design ; Humans ; Signal Processing, Computer-Assisted

The development of the integrated blood pressure system with bluetooth communication function is introduced. Experimental results show that the system can complete blood pressure measurement and data transmission wireless effectively, which can be used in m-Health in future.
Blood Pressure Determination ; instrumentation ; methods ; Humans ; Telemetry ; instrumentation

To address the accuracy problem of the oscillometric method in electronic blood pressure monitor, this paper introduces a more accurate new blood pressure measurement model, which based on ANN. And simulation checking method is put forward.
Blood Pressure Determination ; instrumentation ; methods ; Blood Pressure Monitors ; Models, Theoretical ; Neural Networks (Computer)

This paper presents a method of noninvasive and continuous measurement of blood pressure by pulse wave. The method is realized by extracting the characteristic parameters of human brachial artery pulse wave and developing the stepwise regression equation. The experiment results showed that blood pressure measured by this method was well correlated with which measured by mercury sphygmomanometer. The mean difference of blood pressure was smaller than 3 mmHg, and the standard deviation was smaller than 5 mmHg.
Blood Pressure ; physiology ; Blood Pressure Determination ; methods ; Blood Pressure Monitors ; Humans ; Pulse