Joseph Jayaraj

Joseph Jayaraj


Research Focus & Metrics

Academic Career Length

19Years (2008-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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29 July 2019 in IEEE Reviews in Biomedical Engineering
Verified
Journal Article
Closed access
PNP. M. Nabeel
P. M. Nabeel
VKV. Raj Kiran
V. Raj Kiran
JJJoseph Jayaraj
Joseph Jayaraj
VAV. V. Abhidev
V. V. Abhidev
MSMohanasankar Sivaprakasam
Mohanasankar Sivaprakasam
Local pulse wave velocity (PWV) is evolving as one of the important determinants of arterial hemodynamics, localized vessel stiffening associated with several pathologies, and a host of other cardiovascular events. Although PWV was introduced over a century ago, only in recent decades, due to various technological advancements, has emphasis been directed towards its measurement from a single arterial section or from piecewise segments of a target arterial section. This emerging worldwide trend in the exploration of instrumental solutions for local PWV measurement has produced several invasive and non-invasive methods. As of yet, however, a univocal opinion on the ideal measurement method has not emerged. Neither have there been extensive comparative studies on the accuracy of the available methods. Recognizing this reality makes apparent the need to establish guideline-recommended standards for the measurement methods and reference values, without which clinical application cannot be pursued. This work enumerates all major local PWV measurement methods while pinpointing their salient methodological considerations and emphasizing the necessity of global standardization. Further, a summary of the advancements in measuring modalities and clinical applications is provided. Additionally, a detailed discussion on the minimally-explored concept of incremental local PWV is presented along with suggestions of future research questions.

14 February 2021 in Biosensors
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Journal Article
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Satheesh NatarajanSatheesh Natarajan
Satheesh Natarajan
JJJoseph Jayaraj
Joseph Jayaraj
Duarte Miguel PrazeresDuarte Miguel Prazeres
Duarte Miguel Prazeres
This paper presents a lateral flow assay (LFA) for the quantitative, fluorescence-based detection of the cardiac biomarker troponin I (cTnI) that features an analytical strip made of cellulose filter paper. The results show that the wicking and test time are comparable to those obtained with conventional nitrocellulose (NC)-based LFAs. Further, the cellulose paper provides an excellent background with no auto-fluorescence that is very adequate in detecting fluorescent lines. While fluorescence that was generated with cellulose strips was lower when compared to that generated in NC strips, signals could be improved by layering carbon nanofibers (CNF) on the cellulose. A nonlinear behavior of the concentration–response relationship was observed for the LFA architectures with NC, cellulose, and cellulose-CNF in the 0 to 200 ng/mL cTnI concentration range. The measurements were consistent and characterized by coefficients of variation lower than 2.5%. Detection and quantitation limits that were in the range 1.28–1.40 ng/mL and 2.10–2.75 ng/mL were obtained for LFA with cellulose and cellulose CNF strips that are equivalent to the limits obtained with the standard NC LFA. Overall, we showed that commercially available filter paper can be used in the analytical strip of LFA.

6 August 2015 in Journal of Medical Devices
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Journal Article
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ASAshish Kumar Sahani
Ashish Kumar Sahani
JJJoseph Jayaraj
Joseph Jayaraj
RRRavikumar Radhakrishnan
Ravikumar Radhakrishnan
MSMohanasankar Sivaprakasam
Mohanasankar Sivaprakasam
Over past few years, we are developing a system for facilitating large scale screening of patients for cardiovascular risk—arterial stiffness evaluation for noninvasive screening (ARTSENS). ARTSENS is an image-free device that uses a single element ultrasound transducer to obtain noninvasive measurements of arterial stiffness (AS) in a fully automated manner. AS is directly proportional to end-diastolic lumen diameter (Dd). Multilayered structure of the arterial walls and indistinct characteristics of intima-lumen interface (ILI) makes it quite difficult to accurately estimate Dd in A-mode radio-frequency (RF) frames obtained from ARTSENS. In this paper, we propose a few methods based on fitting simple mathematical models to the echoes from arterial walls, followed by a novel method to fuse the information from curve fitting error and distension curve to arrive at an accurate measure of Dd. To bring down the curve fitting time and facilitate processing on low-end processors, a novel approach using the autocorrelation of echoes from opposite walls of the artery has been discussed. The methods were analyzed for their comparative accuracy against reference Dd obtained from 85 human volunteers using Hitachi-Aloka eTRACKING system. Dd from all reported methods show strong and statistically significant positive correlation with eTRACKING and mean error of less than 7% could be achieved. As expected, Dd from all methods show significant positive correlation with age.

1 February 2020 in Physiological Measurement
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Journal Article
Closed access
MPM Paul
M Paul
SKS Karthik
S Karthik
JJJoseph Jayaraj
Joseph Jayaraj
MSM Sivaprakasam
M Sivaprakasam
JKJ Kumutha
J Kumutha
Christoph Hoog AntinkChristoph Hoog Antink
Christoph Hoog Antink
Objective: Neonates and infants are patients who would benefit from less invasive vital sign sensing, especially from fewer cables and the avoidance of adhesive electrodes. Photoplethysmography imaging (PPGI) has been studied for medical applications in recent years: it is possible to assess various vital signs remotely, non-invasively, and without contact by using video cameras and light. However, studies on infants and especially on neonates in clinical settings are still rare. Hence, we conducted a single-center study to assess heart activity by estimating the pulse rate (PR) of 19 neonates. Approach: Time series were generated from tracked regions of interest (ROIs) and PR was estimated via a joint time-frequency analysis using a short-time Fourier transform. Artifacts, for example, induced by movement, were detected and flagged by applying a signal quality index in the frequency domain. Main results: The feasibility of PR estimation was demonstrated using visible light and near-infrared light at 850 nm and 940 nm, respectively: the estimated PR was as close as 3 heartbeats per minute in artifact-free time segments. Furthermore, an improvement could be shown when selecting the best performing ROI compared to the ROI containing the whole body. The main challenges are artifacts from motion, light sources, medical devices, and the detection and tracking of suitable regions for signal retrieval. Nonetheless, the PR extracted was found to be comparable to the contact-based photoplethysmography reference and is, therefore, a viable replacement if robust signal retrieval is ensured. Significance: Neonates are seldom measured by PPGI and studies reporting measurements on darker skin tones are rare. In this work, not only a single camera was used, but a synchronized camera setup using multiple wavelengths. Various ROIs were used for signal extraction to examine the capabilities of PPGI. In addition, qualitative observations regarding camera parameters and noise sources were reported and discussed.

3 December 2020 in IEEE Journal of Translational Engineering in Health and Medicine
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Journal Article
Open access
JJJoseph Jayaraj
Joseph Jayaraj
PNP. M. Nabeel
P. M. Nabeel
SRSudha Ramachandra Rao
Sudha Ramachandra Rao
RVRamachandran Venkatachalam
Ramachandran Venkatachalam
MSMalay Shah
Malay Shah
PKPrabhdeep Kaur
Prabhdeep Kaur
Objective: We investigate the field feasibility of carotid stiffness measurement using ARTSENS® Touch and report the first community-level data from India. Method: In an analytical cross-sectional survey among 1074 adults, we measured specific stiffness index (β), pressure-strain elastic modulus (Ep), arterial compliance (AC), and one-point pulse wave velocity (PWVβ) from the left common carotid artery. Data for established risk factors (waist circumference, blood pressure, plasma glucose, triglycerides, and HDL-C) were also collected. The association of carotid stiffness with age, gender, hypertension/diabetes, smoking, and clustering of risk factors was studied. Results: Measurements were repeatable with a relative difference (RD) between consecutive readings of < 5% for blood pressure and < 15% for ~80% of arterial diameter values. The average RDs for β, Ep, AC, and PWVβ, were 20.51%, 22.31%, 25.10%, and 14.13%, respectively. Typical range for stiffness indices among females and males were β: 8.12 ± 3.59 vs 6.51 ± 2.78, Ep: 113.24 ± 56.12 kPa vs 92.33 ± 40.65 kPa, PWVβ: 6.32 ± 1.38 ms-1 vs 5.81 ± 1.16 ms-1, and AC: 0.54 ± 0.36 mm2kPa-1 vs 0.72 ± 0.38 mm2kPa-1. Mean β, Ep, and PWVβ increased (and mean AC decreased) across decades of age; the trend persisted even after excluding hypertensives and subjects with diabetes. The odds ratio of presence of multiple risk factors for Ep ≥ 93.71 kPa and/or PWVβ ≥ 6.56 ms-1 was 2.12 or above in males. In females, it was just above 2.00 for Ep ≥ 91.21 kPa and/or PWVβ ≥ 5.10 ms-1 and increased to ≥ 3.33 for Ep ≥ 143.50 kPa and ≥ 3.25 for PWVβ ≥ 7.31 ms-1. Conclusion: The study demonstrated the feasibility of carotid stiffness measurement in a community setting. A positive association between the risk factors and carotid artery stiffness provides evidence for the device’s use in resource-constrained settings. Clinical Impact: The device paves the way for epidemiological and clinical studies that are essential for establishing population-level nomograms for wide-spread use of carotid stiffness in clinical practice and field screening of ‘at-risk’ subjects.

3 May 2021 in Sensors
Verified
Journal Article
Open access
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Satheesh NatarajanSatheesh Natarajan
Satheesh Natarajan
Maria C. DeRosaMaria C. DeRosa
Maria C. DeRosa
MSMalay Shah
Malay Shah
JJJoseph Jayaraj
Joseph Jayaraj
The diagnosis, prognosis, and control of chronic kidney disease rely on an understanding of the glomerular filtration rate (GFR). The renal clearance of the cystatin-C is closely associated with the GFR. Cystatin-C is a more suitable GFR marker than the commonly used creatinine. General techniques for cystatin-C calculation, such as particle-enhanced turbidimetric and nephelometric assay, are time-consuming and tedious. Here, we propose a rapid, quantitative immunoassay for the detection of cystatin-C. A fluorescence-based lateral-flow kit was developed in a sandwich format by using a monoclonal antibody. A Linear calibration was obtained over the clinical diagnostic range of 0.023–32 µg/mL and the limit of detection (LOD) was 0.023 µg/mL and the limit of quantification (LOQ) was 0.029 µg/mL. Average recoveries from spiked urine samples ranged from 96–100% and the coefficient of variation was less than 4% for both intra and inter-day assays with excellent repeatability. With the comparison with an ELISA kit, the developed kit is highly sensitive, performs well over the detection range, provides repeatable results in a short time, and can easily be used at point-of-care (POC), making it an ideal candidate for rapid testing in early detection, community screening for renal function disorders.