scholarly journals Textile Electrocardiogram (ECG) Electrodes for Wearable Health Monitoring

Sensors ◽  
2020 ◽  
Vol 20 (4) ◽  
pp. 1013 ◽  
Author(s):  
Katya Arquilla ◽  
Andrea Webb ◽  
Allison Anderson

Wearable health-monitoring systems should be comfortable, non-stigmatizing, and able to achieve high data quality. Smart textiles with electronic elements integrated directly into fabrics offer a way to embed sensors into clothing seamlessly to serve these purposes. In this work, we demonstrate the feasibility of electrocardiogram (ECG) monitoring with sewn textile electrodes instead of traditional gel electrodes in a 3-lead, chest-mounted configuration. The textile electrodes are sewn with silver-coated thread in an overlapping zig zag pattern into an inextensible fabric. Sensor validation included ECG monitoring and comfort surveys with human subjects, stretch testing, and wash cycling. The electrodes were tested with the BIOPAC MP160 ECG data acquisition module. Sensors were placed on 8 subjects (5 males and 3 females) with double-sided tape. To detect differences in R peak detectability between traditional and sewn sensors, effect size was set at 10% of a sample mean for heart rate (HR) and R-R interval. Paired student’s t-tests were run between adhesive and sewn electrode data for R-R interval and average HR, and a Wilcoxon signed-rank test was run for comfort. No statistically significant difference was found between the traditional and textile electrodes (R-R interval: t = 1.43, p > 0.1; HR: t = −0.70, p > 0.5; comfort: V = 15, p > 0.5).

2021 ◽  
Author(s):  
Yuan-Xin Lai ◽  
Chu-Yao Tseng ◽  
Huang-Yu Yang ◽  
Sien-Hung Yang ◽  
Tsung-Hsien Yang

Abstract Background: This retrospective study aimed to evaluate whether the Chinese herbal medicine formula Guilu Erxian Jiao can improve T-score in osteoporosis patients diagnosed by dual energy x-ray absorptiometry (DXA) and even decrease fracture rate.Method: Osteoporosis participants were collected through the Chang Gung Memorial Hospital (CGMH) database from 2000 to 2019. Intervention was taking Guilu Erxian Jiao pills. We analyzed the change of T-score and the following cumulative incidence of fracture. The Student’s T-test, Cox’s proportional hazard model, Kaplan-Meier method and log-rank test were conducted using SAS software.Results: There was no significant difference about the baseline between the Guilu Erxian Jiao group and non-Guilu Erxian Jiao group. Guilu Erxian Jiao can improve the osteoporosis of the vertebrate of lumbar. However, there is no significant diffidence about the vertebrate of lumbar and femoral neck between the Guilu Erxian Jiao group and non-Guilu Erxian Jiao group. The cumulative rate of fracture between these two groups is no significant difference. However, if patients took the total dose of Guilu Erxian Jiao over 600 pill*days, the fracture rate would decrease.Conclusion: Usage of Guilu Erxian Jiao would improve the osteoporosis of vertebrate of lumbar, but does not improve the cumulative incidence of fracture, unless they took the total dose of Guilu Erxian Jiao over 600 pill*days.


2018 ◽  
Vol 36 (4_suppl) ◽  
pp. 708-708
Author(s):  
Dongyao Yan ◽  
Ji Hyung Hong ◽  
Hee Yeon Lee ◽  
Jae Ho Byun ◽  
Fabiola Cecchi ◽  
...  

708 Background: 5-fluorouracil (5-FU) is a common adjuvant treatment for stage III and high-risk stage II colorectal cancer (CRC). However, about 20% of patients relapse within 48 months of treatment with 5-FU, even when combined with oxaliplatin. To improve patient selection, tumor biomarkers that predict sensitivity to 5-FU have been proposed. These include proteins involved in 5-FU activation or metabolism such as uridine-cytidine kinase 2 (UCK2) and thymidylate synthase (TYMS). We used multiplexed mass spectrometry to evaluate the utility these biomarkers in the archived tumor samples of patients with stage II/III CRC. Methods: Tumor samples were from 143 patients with stage II/III CRC who received adjuvant 5-FU, folinic acid, and oxaliplatin during 2000-2014; 83% of patients received 12 cycles and the others received ≤ 11 cycles. Tumor cells were microdissected and solubilized, and 67 candidate biomarkers were quantitated using mass spectrometry. Overall survival (OS) and relapse-free survival (RFS) were assessed using the Kaplan-Meier method and log-rank test. Protein expression by tumor stage, lymph node (LN) status, tumor sidedness was compared using the Student’s t-test. Results: Of 143 patients, 45 had recurrence and 98 patients did not. UCK2 was detected in all samples, ranging from 187 to 1606 attomoles per microgram of total protein (amol/µg). Patients with UCK2 expression above 335 amol/μg (n = 109) had significantly longer OS than patients with lower expression (n = 34; HR: 0.42; p= 0.009). There was no significant difference in RFS (HR: 0.6; p= 0.088). UCK2 expression did not differ by disease stage, LN metastasis status, or tumor sidedness. TYMS expression was not associated with survival in this cohort. Analysis of other biomarkers associated with response to 5-FU and platinum is in progress. Conclusions: In stage II/III CRC, UCK2 expression above 335 amol/μg identifies a subgroup of 5-FU-treated CRC patients with longer survival, suggesting that quantitated UCK2 has potential for use in selecting patients for treatment. These findings warrant validation in larger cohorts.


Author(s):  
Kristine Joyce P. Ortiz ◽  
John Peter O. Davalos ◽  
Elora S. Eusebio ◽  
Dominic M. Tucay

Internet of Things (IoT) has many applications in the medical field. With remote-information gathering, healthcare professionals can evaluate, diagnose and treat patients in remote locations using telecommunications technology. This study aimed to develop a small-scale electrocardiogram (ECG) monitoring device that will measure heart rates and waveforms and send the data in a database and a web server. An ECG acquisition device was developed using a single-lead heart rate monitor sensor and an Arduino microcontroller. A program, which will process, analyze and upload the ECG data is coded using MATLAB and C# programs. The collected information is viewed in a Graphical User Interface (GUI) display, coded using C# and in a webpage. Rapid Application Technology (RAD) was used in the methodology, which began with a quick design of the system. The hardware and software systems underwent a prototyping cycle for development. Once finished, the integration of the system is conducted to construct a complete IoT-based ECG monitoring system. For testing using t-test, a sample size of 18 and a a= 0.05 is used. Testing resulted into t-test values that lie in the non-critical zone for all ECG parameters, denoting that there is no significant difference between the gathered data. The device’s percent reliability in detecting ECG conditions such as normal sinus rhythm, sinus tachycardia, sinus bradycardia and flatline, is 83.33%. The percent difference for the heart rate is 0.35 %, which falls within the acceptable medical standard of 99% accuracy. The device was deemed functional and reliable.


2021 ◽  
Vol 2021 ◽  
pp. 1-8
Author(s):  
Po-Cheng Su ◽  
Ya-Hsin Hsueh ◽  
Ming-Ta Ke ◽  
Jyun-Jhe Chen ◽  
Ping-Chen Lai

Some patients are uncomfortable with being wired to a device to have their heart activity measured. Accordingly, this study adopts a noncontact electrocardiogram (ECG) measurement system using coupled capacitance in a conductive textile. The textiles can be placed on a chair and are able to record some of the patient’s heart data. Height and distance between the conductive textile electrodes were influential when trying to obtain an optimal ECG signal. A soft and highly conductive textile was used as the electrode, and clothing was regarded as capacitance insulation. The conductive textile and body were treated as the two electrode plates. This study found that placing the two conductive textiles at the same height provided better data than different heights. The system also enabled identifying the P, Q, R, S, and T waves of the ECG signal and eliminated unnecessary noise successfully.


1998 ◽  
Vol 11 (4) ◽  
pp. 471-476
Author(s):  
G. Sparacia ◽  
T. Angileri ◽  
A. Banco ◽  
R. Miraglia ◽  
N. Nicastro ◽  
...  

We compared single-echo T2-weighted fast spin-echo (FSE) magnetic resonance imaging and conventional spin-echo (CSE) T2-weighted imaging in the detection of brain lesions of multiple sclerosis (MS). 16 patients with clinically definite MS underwent brain imaging at 0.5 T with T2-weighted single-echo fast spin-echo (FSE) and conventional spin-echo (CSE) sequences. Image analysis was performed by three of the investigators who worked together to reduce interobserver variability. Statistical analysis was performed using Student's t test to assess the difference in the contrast-to-noise (C/N) ratio of MS lesions between CSE and FSE sequences. The Wilcoxon signed rank test was used to evaluate the difference in the number of lesions between the two sequences. There was no significant difference in the overall total number of lesions detected on FSE vs CSE (964 vs 1009, P >.05). However significantly (P = .02) more posterior fossa lesions were detected using FSE than CSE, whereas significantly (P = .002) more periventricular lesions were detected using CSE than FSE. The difference in the number of lesions in the other sites was not significant (P > .05). There was no significant difference in the overall total C/N ratio of MS lesions between FSE and CSE sequences (11.7 ± 3.9 vs 12.6 ± 4). Considerable time savings can be made when substituting FSE for CSE sequences in T2-weighted imaging, and this is a compelling reason to employ such sequences in clinical practice. Our results suggest that for single-echo T2-weighted imaging, FSE can replace CSE in long term monitoring especially when patient movement prevents a useful investigation and when optional scanning planes are required.


Wahana ◽  
2019 ◽  
Vol 22 (1) ◽  
pp. 41-49
Author(s):  
Djaja Perdana ◽  
Herbowo Herbowo

This study aims to examine the differences in corporate financial performance before and after secondary offerings. The financial performance is proxied by WCR, DER, Solvency, ROA, ROE, Asset Turnover (ATO) and Growth ratio which representing the value of liquidity, financing, activity, performance and growth of the firm. The study involved 67 samples of the companies listed on the Indonesia Stock Exchange conducting secondary offerings during 2008-2013 period and selected through purposive random sampling method and using Financial Statement data from 2005-2016 period. Hypothesis test is performed using Wilcoxon Signed Rank test. The results of this study indicate that there is no significant difference in the ratio of Solvency, ROA and ROE between before and after secondary offerings, but there are significant differences in the ratio of WCR, DER, Asset Turnover and Growth. WCR ratio after secondary offerings increased, while DER ratio after secondary offerings decreased, the condition of both ratios showed better performance. While the indication of poor performance seen in decreasing asset turnover ratio and growth ratio.Keywords : agency theory, financial performance, secondary offerings


2021 ◽  
Vol 0 (0) ◽  
Author(s):  
Andrés Moreno Roca ◽  
Luciana Armijos Acurio ◽  
Ruth Jimbo Sotomayor ◽  
Carlos Céspedes Rivadeneira ◽  
Carlos Rosero Reyes ◽  
...  

Abstract Objectives Pancreatic cancers in most patients in Ecuador are diagnosed at an advanced stage of the disease, which is associated with lower survival. To determine the characteristics and global survival of pancreatic cancer patients in a social security hospital in Ecuador between 2007 and 2017. Methods A retrospective cohort study and a survival analysis were performed using all the available data in the electronic clinical records of patients with a diagnosis of pancreatic cancer in a Hospital of Specialties of Quito-Ecuador between 2007 and 2017. The included patients were those coded according to the ICD 10 between C25.0 and C25.9. Our univariate analysis calculated frequencies, measures of central tendency and dispersion. Through the Kaplan-Meier method we estimated the median time of survival and analyzed the difference in survival time among the different categories of our included variables. These differences were shown through the log rank test. Results A total of 357 patients diagnosed with pancreatic cancer between 2007 and 2017 were included in the study. More than two-thirds (69.9%) of the patients were diagnosed in late stages of the disease. The median survival time for all patients was of 4 months (P25: 2, P75: 8). Conclusions The statistically significant difference of survival time between types of treatment is the most relevant finding in this study, when comparing to all other types of treatments.


Sensors ◽  
2021 ◽  
Vol 21 (5) ◽  
pp. 1906
Author(s):  
Jia-Zheng Jian ◽  
Tzong-Rong Ger ◽  
Han-Hua Lai ◽  
Chi-Ming Ku ◽  
Chiung-An Chen ◽  
...  

Diverse computer-aided diagnosis systems based on convolutional neural networks were applied to automate the detection of myocardial infarction (MI) found in electrocardiogram (ECG) for early diagnosis and prevention. However, issues, particularly overfitting and underfitting, were not being taken into account. In other words, it is unclear whether the network structure is too simple or complex. Toward this end, the proposed models were developed by starting with the simplest structure: a multi-lead features-concatenate narrow network (N-Net) in which only two convolutional layers were included in each lead branch. Additionally, multi-scale features-concatenate networks (MSN-Net) were also implemented where larger features were being extracted through pooling the signals. The best structure was obtained via tuning both the number of filters in the convolutional layers and the number of inputting signal scales. As a result, the N-Net reached a 95.76% accuracy in the MI detection task, whereas the MSN-Net reached an accuracy of 61.82% in the MI locating task. Both networks give a higher average accuracy and a significant difference of p < 0.001 evaluated by the U test compared with the state-of-the-art. The models are also smaller in size thus are suitable to fit in wearable devices for offline monitoring. In conclusion, testing throughout the simple and complex network structure is indispensable. However, the way of dealing with the class imbalance problem and the quality of the extracted features are yet to be discussed.


2021 ◽  
Vol 80 (Suppl 1) ◽  
pp. 1132.3-1133
Author(s):  
G. Jurado Quijano ◽  
L. Fernández de la Fuente Bursón ◽  
B. Hernández-Cruz ◽  
P. Muñoz Reinoso ◽  
V. Merino Bohóquez ◽  
...  

Background:Rituximab (RTX) is a monoclonal antibody against the CD20 B cell antigen that has been used successfully in recent years for the treatment of rheumatoid arthritis (RA). It is an effective drug that reaches survival rates of 60% at 5 years of treatment as reflected in the British experience. However, survival in Spanish patients is unknown.Objectives:To study the survival of RTX treatment and the characteristics of patients with RA treated with the drug since its commercialization in Spain.Methods:Observational, retrospective and analytical study of a cohort of patients with RA treated with at least one dose of RTX. We reviewed the medical records of all patients with RA from January 2007 to June 2017. A total of 178 previous defined variables were collected, highlighting data about treatment (use of RTX, associated conventional synthetic disease modifying drugs [FAMEsc], doses of corticosteroids [GC] used) and activity indices. Descriptive statistics were performed (median and the 25th and 75th percentiles are shown). The comparative analysis was done with χ2 and U of Mann Whitney for categorical variables and paired sign rank test or Student’s t for continuous. Survival Kaplan Mayer curves were constructed. The study was carried out in accordance with the standards of our Clinical Research Ethics Committee.Results:A total of 54 patients were analyzed. 74% (n = 40) of them were women, the age was 61.2 years (51.0 - 67.4). 74% (n = 40) presented some type of relevant comorbidity. Its RA was FR + in 96% (n = 52) and ACCP + in 78% (n = 42) of the cases, with an evolution time of 9.3 years (3.5-19, 2), and with radiographic erosions in up to 63% (n = 34). At the time of the start of the RTX, 100% of the patients (n = 54) received some FAMEsc, and 33 (61%) were treated with prednisone; the daily dose of prednisone was 9 (6-12) mg. The baseline DAS28-VSG was 5 (4.1 - 6.0). The duration of the follow-up was 56.6 (29.3-92.1) months. Patients received a mean of 5 (1-6) cycles of RTX at a dose of 1000 mg on days 0 and 15 in most cases. The final DAS28-VSG was 2.6 (2.1 - 4.0), p = 0.00001 compared to baseline. The delta between baseline and final DAS was -2.36 (-0.55 - -3.1). At the end of the RTX treatment, the EULAR response rate was good in 64% (n = 25), reaching remission in 17 (31%) of the patients, and moderate response in 21% (n = 8) of them (Figure 1). Only 2 (4%) patients were treated with GCC at the end of the follow-up, p<0,00001 compared to baseline. The daily dose of PDN at the end of follow-up was 6 mg in a case and 12 mg in the other, p=00001 compared to baseline. At the end of the follow-up 24%of the patients (n = 13) changed or discontinued the drug: 9 changed due to secondary failure, 2 suspended due to adverse events, 1 due to death due to prior neoplastic process and 1 due to complete disease remission. Survival at 1, 2, 3, 4, 5, 6 and 7 years was 92%, 92%, 82% 78%, 75%, 75% and 65% respectively; with a mean survival rate of 90 months (Figure 1).Conclusion:The results of our analysis show that patients with RA undergoing RTX treatment have adequate control of disease activity and drug survival rates, like published data. RTX treatment allowed stopped GCC treatment in 31 cases (90%).References:[1]Oldroyd AGS, et al. Rheumatology (Oxford). 2018 Jun 1;57(6):1089-1096.Disclosure of Interests:Gonzalo Jurado Quijano: None declared, Lola Fernández de la Fuente Bursón: None declared, Blanca Hernández-Cruz Speakers bureau: Sociedad Española de Reumatología, Abbvie, Roche, Bristol, MSD, Lilly, Pfizer, Amgen, Sanofi, Consultant of: Abbvie, Lilly, Sanofi, STADA, UCB, Amgen, Grant/research support from: Fundación para la Investigación Sevilla, Junta de Andalucía, Fundación Andaluza de Reumatología, Paloma Muñoz Reinoso: None declared, Vicente Merino Bohóquez: None declared, José Javier Pérez Venegas: None declared


2021 ◽  
pp. 1-7
Author(s):  
Emre Erdem ◽  
Ahmet Karatas ◽  
Tevfik Ecder

<b><i>Introduction:</i></b> The effect of high serum ferritin levels on long-term mortality in hemodialysis patients is unknown. The relationship between serum ferritin levels and 5-year all-cause mortality in hemodialysis patients was investigated in this study. <b><i>Methods:</i></b> A total of 173 prevalent hemodialysis patients were included in this study. The patients were followed for up to 5 years and divided into 3 groups according to time-averaged serum ferritin levels (group 1: serum ferritin &#x3c;800 ng/mL, group 2: serum ferritin 800–1,500 ng/mL, and group 3: serum ferritin &#x3e;1,500 ng/mL). Along with the serum ferritin levels, other clinical and laboratory variables that may affect mortality were also included in the Cox proportional-hazards regression analysis. <b><i>Results:</i></b> Eighty-one (47%) patients died during the 5-year follow-up period. The median follow-up time was 38 (17.5–60) months. The 5-year survival rates of groups 1, 2, and 3 were 44, 64, and 27%, respectively. In group 3, the survival was lower than in groups 1 and 2 (log-rank test, <i>p</i> = 0.002). In group 1, the mortality was significantly lower than in group 3 (HR [95% CI]: 0.16 [0.05–0.49]; <i>p</i> = 0.001). In group 2, the mortality was also lower than in group 3 (HR [95% CI]: 0.32 [0.12–0.88]; <i>p</i> = 0.026). No significant difference in mortality between groups 1 and 2 was found (HR [95% CI]: 0.49 [0.23–1.04]; <i>p</i> = 0.063). <b><i>Conclusion:</i></b> Time-averaged serum ferritin levels &#x3e;1,500 ng/mL in hemodialysis patients are associated with an increased 5-year all-cause mortality risk.


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