Blood Pressure Monitoring Based on Flexible Encapsulated Sensors

نویسندگان

چکیده

Blood pressure monitoring is a significant concern in the field of healthcare, and utilization flexible encapsulated sensors presents promising solution for achieving noninvasive comfortable monitoring. This paper study on encapsulation MEMS development an enhanced arterial tonometry method blood measurement, ultimately leading to realization system based sensors. To improve wearer comfort acquire reliable pulse signals, sensor combining parylene PDMS materials was fabricated. Additionally, address issue low accuracy various machine learning algorithms were compared analyzed, identification random forest model as optimal regressor. Consequently, improved tension designed implemented. The experimental results demonstrate that proposed achieved enhancement 31.4% 21% systolic diastolic measurements, respectively, with method.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Patient Posture Monitoring System Based on Flexible Sensors

Monitoring patients using vision cameras can cause privacy intrusion problems. In this paper, we propose a patient position monitoring system based on a patient cloth with unobtrusive sensors. We use flexible sensors based on polyvinylidene fluoride, which is a flexible piezoelectric material. Theflexiblesensorsareinsertedintopartsclosetothekneeandhipoftheloosepatientcloth. We measure electrical si...

متن کامل

Flexible Robot-based Inline Quality Monitoring using Picture-giving Sensors

As part of the ROBOSENS project, the IITB developed and tested a new four-step concept for multiple sensor quality monitoring. The robot-based system uses an array of test-specific short-range and wide-range sensors which make the inspection process more flexible and problem-specific. To test this innovative inline quality monitoring concept and to adapt it to customized tasks, a development an...

متن کامل

Flexible Pressure Sensors: Modeling and Experimental Characterization

Flexible capacitive pressure sensors fabricated with nanocomposites were experimentally characterized and results compared with simulations from analytical modeling. Unlike traditional diaphragm silicon pressure sensors, the flexible nanocomposite sensors present a linear response over a large pressure range due to the changes in the volume of the dielectric that cause the pressure inside the d...

متن کامل

Continuous and Cuffless Blood Pressure Monitoring Based on ECG and SpO2 Signals By Using Microsoft Visual C Sharp

Background: One of the main problems especially in operating room and monitoring devices is measurement of Blood Pressure (BP) by sphygmomanometer cuff.Objective: In this study we designed a new method to measure BP changes continuously for detecting information between cuff inflation times by using vital signals in monitoring devices. This will be achieved by extraction of the time difference ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Applied sciences

سال: 2023

ISSN: ['2076-3417']

DOI: https://doi.org/10.3390/app13137473