scholarly journals Unobtrusive Vital Sign Monitoring in Automotive Environments—A Review

Sensors ◽  
2018 ◽  
Vol 18 (9) ◽  
pp. 3080 ◽  
Author(s):  
Steffen Leonhardt ◽  
Lennart Leicht ◽  
Daniel Teichmann
Keyword(s):  
Optical Properties ◽  
Vital Sign ◽  
Vital Signs ◽  
Biological Tissues ◽  
The Body ◽  
Heart Activity ◽  
Car Seat ◽  
Activity Temperature ◽  
Passive Electrical Properties ◽  
Unobtrusive Sensing

This review provides an overview of unobtrusive monitoring techniques that could be used to monitor some of the human vital signs (i.e., heart activity, breathing activity, temperature and potentially oxygen saturation) in a car seat. It will be shown that many techniques actually measure mechanical displacement, either on the body surface and/or inside the body. However, there are also techniques like capacitive electrocardiogram or bioimpedance that reflect electrical activity or passive electrical properties or thermal properties (infrared thermography). In addition, photopleythysmographic methods depend on optical properties (like scattering and absorption) of biological tissues and—mainly—blood. As all unobtrusive sensing modalities are always fragile and at risk of being contaminated by disturbances (like motion, rapidly changing environmental conditions, triboelectricity), the scope of the paper includes a survey on redundant sensor arrangements. Finally, this review also provides an overview of automotive demonstrators for vital sign monitoring.

scholarly journals IoT Based Heart Activity Monitoring Using Inductive Sensors

Sensors ◽  
2019 ◽  
Vol 19 (15) ◽  
pp. 3284 ◽  
Author(s):  
Adrian Brezulianu ◽  
Oana Geman ◽  
Marius Dan Zbancioc ◽  
Marius Hagan ◽  
Cristian Aghion ◽  
...  
Keyword(s):  
Mobile Devices ◽  
Output Signal ◽  
Vital Signs ◽  
Data Rate ◽  
The Body ◽  
Mechanical Activity ◽  
Heart Activity ◽  
Inductive Sensor ◽  
Heart Monitoring ◽  
Inductive Sensors

This paper presents a system dedicated to monitoring the heart activity parameters using Electrocardiography (ECG) mobile devices and a Wearable Heart Monitoring Inductive Sensor (WHMIS) that represents a new method and device, developed by us as an experimental model, used to assess the mechanical activity of the hearth using inductive sensors that are inserted in the fabric of the clothes. Only one inductive sensor is incorporated in the clothes in front of the apex area and it is able to assess the cardiorespiratory activity while in the prior of the art are presented methods that predict sensors arrays which are distributed in more places of the body. The parameters that are assessed are heart data-rate and respiration. The results are considered preliminary in order to prove the feasibility of this method. The main goal of the study is to extract the respiration and the data-rate parameters from the same output signal generated by the inductance-to-number convertor using a proper algorithm. The conceived device is meant to be part of the “wear and forget” equipment dedicated to monitoring the vital signs continuously.

scholarly journals An effect of physical exercise-induced fatigue on the vital sign parameters: A preliminary study

2019 ◽  
Vol 15 (2) ◽  
pp. 173-177
Author(s):  
Zulkifli Ahmad ◽  
Mohd Najeb Jamaludin ◽  
Kamaruzaman Soeed
Keyword(s):  
Blood Pressure ◽  
Heart Rate ◽  
Body Temperature ◽  
Physical Exercise ◽  
Vital Sign ◽  
Vital Signs ◽  
Health Condition ◽  
The Body ◽  
Physical Movement ◽  
Exercise Induced

Vital sign monitoring is an important body measurement to identify health condition and diagnose any disease and illness. In sports, physical exercise will contribute to the changes of the physiological systems, specifically for the vital signs. Therefore, the objective of this study was to determine the effect of physical fatigue exercise on the vital sign parameters. This is significant for the fitness identification and prediction of each individual when performing an exercise. Five male subjects with no history of injuries and random BMI were selected from students of biomedical engineering, Universiti Teknologi Malaysia. Based on the relationship between physical movement and physiology, the parameters considered were heart rate, blood pressure, and body temperature. Subjects were required to run on the treadmill at an initial speed of 4 km/h with an increase of 1 km/h at every 2 minutes interval. The effect of exercise was marked according to the fatigue protocol where the subject was induced to the maximum condition of performance. All parameters were measured twice, for pre and post exercise-induced protocol. The analysis of relationship of each parameter between pre and post fatigue was p<0.05. The results revealed that the heart rate and gap between blood pressure’s systolic and diastolic were greater for all categories except underweight, where the systolic blood pressure dropped to below 100mmHg at the end of exercise. Also, the body temperature was slightly declined to balance the thermoregulatory system with sweating. Hence, the vigorous physical movement could contribute to the active physiological system based on body metabolism. Heart rate and blood pressure presented significant effects from the fatiguing exercise whereas the body temperature did not indicate any distinguishable impact. The results presented might act as the basis of reference for physical exercise by monitoring the vital sign parameters.

scholarly journals Web-Based Wireless Monitoring System on Patient’s Vital Sign

2019 ◽  
Vol 125 ◽  
pp. 25003
Author(s):  
Mery Subito ◽  
Alamsyah ◽  
Ardi Amir
Keyword(s):  
Blood Pressure ◽  
Heart Rate ◽  
Vital Sign ◽  
Vital Signs ◽  
Medical Personnel ◽  
Health Condition ◽  
The Body ◽  
Body Type ◽  
Administrative Costs ◽  
Long Time

Examination of vital signs such as blood pressure, heart rate, and body temperature is the most basic essential function of the body in determining the health status of the patient. In general, examining vital signs performed by a doctor or nurse uses an electrocardiogram, thermometer, and sphygmomanometer. However, this tool has a weakness in terms of time efficiency and accuracy of reading vital sign data. The process of taking vital sign data for a long time, the limited number of medical personnel in handling patients, and increasing administrative costs certainly become a concern for management in improving health services. To overcome this problem, we proposed a design that can monitor the health condition of patients' vital signs efficiently and in real time. The system used in this study consisted of an HRM-2511E type heartbeat sensor in pulse units per minute (bpm), DS18b20 body type temperature sensor in degrees Celsius (0C), and MPX5700AP sensor in mmHg units. This research is fundamental and is useful in helping medical personnel in monitoring patients' vital sign health conditions. The results of the proposed design showed that the heart rate, temperature, and blood pressure devices worked well with respective accuracy of 97.64%, 99.51%, and 97.53%.

Real-Time Data Acquisition System for Remote Vital Sign

2013 ◽  
Vol 333-335 ◽  
pp. 442-446
Author(s):  
Ru Xue ◽  
Zong Sheng Wu ◽  
Mei Yun Shao
Keyword(s):  
Data Acquisition ◽  
Real Time ◽  
Remote Monitoring ◽  
Vital Sign ◽  
Vital Signs ◽  
Data Acquisition System ◽  
The Body ◽  
Acquisition System ◽  
Time Data ◽  
Monitoring Center

A data acquisition system for remote vital sign is designed. The system detect humans vital signs through the body temperature, blood pressure and pulse sensors ,and transmit them to the microprocessor after processing, then the microprocessor send the data to remote monitoring center on receiving the instruction .The monitoring center analysis the data and decide what and how to do. The monitoring centers can response various change of data rapidly and implement real-time rescue guide according to different situations.

scholarly journals Machine learning estimation of tissue optical properties

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Brett H. Hokr ◽  
Joel N. Bixler
Keyword(s):  
Neural Network ◽  
Optical Properties ◽  
Biological Tissues ◽  
Homogeneous Layer ◽  
In Vivo Measurement ◽  
Tissue Optical Properties ◽  
The Neural Network ◽  
Spatio Temporal ◽  
Fully Connected

AbstractDynamic, in vivo measurement of the optical properties of biological tissues is still an elusive and critically important problem. Here we develop a technique for inverting a Monte Carlo simulation to extract tissue optical properties from the statistical moments of the spatio-temporal response of the tissue by training a 5-layer fully connected neural network. We demonstrate the accuracy of the method across a very wide parameter space on a single homogeneous layer tissue model and demonstrate that the method is insensitive to parameter selection of the neural network model itself. Finally, we propose an experimental setup capable of measuring the required information in real time in an in vivo environment and demonstrate proof-of-concept level experimental results.

scholarly journals Optical Microscopy and the Extracellular Matrix Structure: A Review

Cells ◽  
2021 ◽  
Vol 10 (7) ◽  
pp. 1760
Author(s):  
Joshua J. A. Poole ◽  
Leila B. Mostaço-Guidolin
Keyword(s):  
Extracellular Matrix ◽  
Confocal Microscopy ◽  
Laser Scanning ◽  
Biological Tissues ◽  
The Body ◽  
Stimulated Emission ◽  
Substantial Part ◽  
Fluorescence Lifetime Imaging ◽  
Structured Illumination ◽  
Structured Illumination Microscopy

Biological tissues are not uniquely composed of cells. A substantial part of their volume is extracellular space, which is primarily filled by an intricate network of macromolecules constituting the extracellular matrix (ECM). The ECM serves as the scaffolding for tissues and organs throughout the body, playing an essential role in their structural and functional integrity. Understanding the intimate interaction between the cells and their structural microenvironment is central to our understanding of the factors driving the formation of normal versus remodelled tissue, including the processes involved in chronic fibrotic diseases. The visualization of the ECM is a key factor to track such changes successfully. This review is focused on presenting several optical imaging microscopy modalities used to characterize different ECM components. In this review, we describe and provide examples of applications of a vast gamut of microscopy techniques, such as widefield fluorescence, total internal reflection fluorescence, laser scanning confocal microscopy, multipoint/slit confocal microscopy, two-photon excited fluorescence (TPEF), second and third harmonic generation (SHG, THG), coherent anti-Stokes Raman scattering (CARS), fluorescence lifetime imaging microscopy (FLIM), structured illumination microscopy (SIM), stimulated emission depletion microscopy (STED), ground-state depletion microscopy (GSD), and photoactivated localization microscopy (PALM/fPALM), as well as their main advantages, limitations.

scholarly journals Multi-Parameter Vital Sign Telemedicine System Using Web Socket for COVID-19 Pandemics

Healthcare ◽  
2021 ◽  
Vol 9 (3) ◽  
pp. 285
Author(s):  
Chuchart Pintavirooj ◽  
Tanapon Keatsamarn ◽  
Treesukon Treebupachatsakul
Keyword(s):  
Real Time ◽  
Vital Sign ◽  
Vital Signs ◽  
Mobile Network ◽  
Cloud Platform ◽  
Telemedicine System ◽  
Web Based ◽  
The Real ◽  
Real Time Application ◽  
Commercial Platform

Telemedicine has become an increasingly important part of the modern healthcare infrastructure, especially in the present situation with the COVID-19 pandemics. Many cloud platforms have been used intensively for Telemedicine. The most popular ones include PubNub, Amazon Web Service, Google Cloud Platform and Microsoft Azure. One of the crucial challenges of telemedicine is the real-time application monitoring for the vital sign. The commercial platform is, by far, not suitable for real-time applications. The alternative is to design a web-based application exploiting Web Socket. This research paper concerns the real-time six-parameter vital-sign monitoring using a web-based application. The six vital-sign parameters are electrocardiogram, temperature, plethysmogram, percent saturation oxygen, blood pressure and heart rate. The six vital-sign parameters were encoded in a web server site and sent to a client site upon logging on. The encoded parameters were then decoded into six vital sign signals. Our proposed multi-parameter vital-sign telemedicine system using Web Socket has successfully remotely monitored the six-parameter vital signs on 4G mobile network with a latency of less than 5 milliseconds.

RF Vital Sign Sensing under Free Body Movement

2021 ◽  
Vol 5 (3) ◽  
pp. 1-22
Author(s):  
Jian Gong ◽  
Xinyu Zhang ◽  
Kaixin Lin ◽  
Ju Ren ◽  
Yaoxue Zhang ◽  
...  
Keyword(s):  
Vital Sign ◽  
Estimation Error ◽  
Body Movement ◽  
Vital Signs ◽  
Motion Artifacts ◽  
Body Parts ◽  
Training Scheme ◽  
Pattern Movement ◽  
Free Body ◽  
Average Estimation Error

Radio frequency (RF) sensors such as radar are instrumental for continuous, contactless sensing of vital signs, especially heart rate (HR) and respiration rate (RR). However, decades of related research mainly focused on static subjects, because the motion artifacts from other body parts may easily overwhelm the weak reflections from vital signs. This paper marks a first step in enabling RF vital sign sensing under ambulant daily living conditions. Our solution is inspired by existing physiological research that revealed the correlation between vital signs and body movement. Specifically, we propose to combine direct RF sensing for static instances and indirect vital sign prediction based on movement power estimation. We design customized machine learning models to capture the sophisticated correlation between RF signal pattern, movement power, and vital signs. We further design an instant calibration and adaptive training scheme to enable cross-subjects generalization, without any explicit data labeling from unknown subjects. We prototype and evaluate the framework using a commodity radar sensor. Under a variety of moving conditions, our solution demonstrates an average estimation error of 5.57 bpm for HR and 3.32 bpm for RR across multiple subjects, which largely outperforms state-of-the-art systems.

scholarly journals The association between abnormal vital sign groups and undesirable patient outcomes

2018 ◽  
Vol 25 (3) ◽  
pp. 137-145
Author(s):  
Marina Lee ◽  
David McD Taylor ◽  
Antony Ugoni
Keyword(s):  
Emergency Department ◽  
Confidence Interval ◽  
Patient Outcomes ◽  
Vital Sign ◽  
Odds Ratio ◽  
Medical Emergency Team ◽  
Vital Signs ◽  
Medical Emergency ◽  
Emergency Team ◽  
Abnormal Vital Sign

Introduction: To determine the association between both abnormal individual vital signs and abnormal vital sign groups in the emergency department, and undesirable patient outcomes: hospital admission, medical emergency team calls and death. Method: We undertook a prospective cohort study in a tertiary referral emergency department (February–May 2015). Vital signs were collected prospectively in the emergency department and undesirable outcomes from the medical records. The primary outcomes were undesirable outcomes for individual vital signs (multivariate logistic regression) and vital sign groups (univariate analyses). Results: Data from 1438 patients were analysed. Admission was associated with tachycardia, tachypnoea, fever, ≥1 abnormal vital sign on admission to the emergency department, ≥1 abnormal vital sign at any time in the emergency department, a persistently abnormal vital sign, and vital signs consistent with both sepsis (tachycardia/hypotension/abnormal temperature) and pneumonia (tachypnoea/fever) (p < 0.05). Medical emergency team calls were associated with tachycardia, tachypnoea, ≥1 abnormal vital sign on admission (odds ratio: 2.3, 95% confidence interval: 1.4–3.8), ≥2 abnormal vital signs at any time (odds ratio: 2.4, 95% confidence interval: 1.2–4.7), and a persistently abnormal vital sign (odds ratio: 2.7, 95% confidence interval: 1.6–4.6). Death was associated with Glasgow Coma Score ≤13 (odds ratio: 6.3, 95% confidence interval: 2.5–16.0), ≥1 abnormal vital sign on admission (odds ratio: 2.6, 95% confidence interval: 1.2–5.6), ≥2 abnormal vital signs at any time (odds ratio: 6.4, 95% confidence interval: 1.4–29.5), a persistently abnormal vital sign (odds ratio: 4.3, 95% confidence interval: 2.0–9.0), and vital signs consistent with pneumonia (odds ratio: 5.3, 95% confidence interval: 1.9–14.8). Conclusion: Abnormal vital sign groups are generally superior to individual vital signs in predicting undesirable outcomes. They could inform best practice management, emergency department disposition, and communication with the patient and family.

scholarly journals Hemodynamic Instability of the Closed Fractures Femur in Children

2021 ◽  
Author(s):  
Ahmed Alkhuzai
Keyword(s):  
Vital Sign ◽  
Hypovolemic Shock ◽  
Femoral Fractures ◽  
Hemodynamic Instability ◽  
High Energy ◽  
The Body ◽  
Associated Injury ◽  
Fracture Femur ◽  
Multiple Injured ◽  
Closed Fractures

Abstract Background: This is a prospective Study to assess the occurrence of hypovolemic shock in children with traumatic isolated closed fractures femur. This is common in children and adolescent as result of trivial to high energy trauma. Methods: A prospective descriptive study was performed on children with traumatic femoral fractures from the 20th of September 2015 to the 15th August 2018. Selection of 100 patients presented with isolated closed fracture femur in children, were admitted to the Sul. Emergency Hospital. Reason was to correct the old criteria of blood transfusion immediately, without suitable indication of replacement with real blood requirements. Depend on the children clinical parameters rather than on hemoglobin or hematocrit concentration; pulse rate. Systolic blood pressure, respiratory rate, Skin capillary refill time, and the mental status. Excluded open fractures and bilateral fracture femur in children, also excluded any fracture associated with trauma to the body organ as associated injury. Results: There was no evidence of hemodynamic instability in the 100 patients of these type fractures, selection inclusion criteria of the study when compared with internationally accepted normal vital sign parameters. No any patients in the study had hemoglobin less than 8.5 g/dl, the vital sign between these groups were similar, 2-6% incidence with hemodynamic instability has found among multiple injured children with femoral fractures, has excluded from the study. Conclusions: No evidence of hemodynamic instability was found in children with traumatic isolated femoral fractures bone. The Hemoglobin and hematocrit ratios early were non dependable, later on not significantly decreased or change to abnormal rate. Depending on vital signs parameters in the femur bone fractures patients after exclusion of bilateral fractures femur, and associated injury or patients with compound fractures, we confirmed that isolated closed femoral fractures are hemodynamically stable.

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