Abishek Shrestha

Mr. Abishek Shrestha

orcid

Research Focus & Metrics

Academic Career Length

1Year (2026-Present)

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

Representative Publications

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24 June 2026 in Sensors
Verified
Journal Article
Open access
PDF file
ASAbishek Shrestha
Abishek Shrestha
DHDamith Herath
Damith Herath
AFAngela M Fearon
Angela M Fearon
MGMaryam Ghahramani
Maryam Ghahramani
Background: Early identification of balance impairments is critical for detecting the fall risk in older adults. Force plates are the standard for measuring postural sway, but are restricted in practice because they are cumbersome and expensive. The Balance Mat is a portable device that requires comprehensive validation against force plates and clinical benchmarks in older adult populations. Objective: The objective of this study was to evaluate the technical validity and clinical discriminative ability of the Balance Mat against a laboratory-grade force plate, clinical tests, and the fall history in an older adult cohort. Methods: Fifty-six community-dwelling older adults performed static balance assessments across six stance conditions. Postural sway data were recorded simultaneously using the Balance Mat and a force plate. The technical validity was assessed using Spearman’s rank correlation and intraclass correlation coefficients. Linear regression models were applied to calibrate the Balance Mat outputs against the force plate. The diagnostic accuracy for classifying the fall risk against the timed up and go test, the Falls Efficacy Scale-International, and the retrospective fall history was evaluated using an area-under-the-curve analysis. Results: The Balance Mat demonstrated strong associations with force plate measurements, particularly for the sway path/velocity, variance and Area95 (r>0.80). Following calibration, the absolute agreement for the sway path/velocity reached excellent levels (ICC=0.93) and good levels for Area95 and RMS (ICC>0.75), whereas the mean sway demonstrated a poor agreement and was excluded. For fall-risk classification, the calibrated Balance Mat achieved a fair accuracy for the retrospective fall history and a high Falls Efficacy Scale-International concern (area under the curve, 0.76–0.78), and a fair accuracy for the timed up and go thresholds (area under the curve, 0.70). Conclusions: The calibrated Balance Mat provided valid measurements of postural sway that aligned with the force plate parameters, particularly for the sway path/velocity and Area95. The within-stance agreement for the sway path/velocity ranged from ICC = 0.44 to 0.88, and the pooled value should not be interpreted as the uniform performance across all stance conditions. Given its fair diagnostic accuracy, the device is best utilised as a portable screening tool in combination with standard clinical assessments and the fall history rather than as a standalone diagnostic test.

22 May 2026 in Preprints.org
Verified
Preprint
Open access
PDF file
ASAbishek Shrestha
Abishek Shrestha
DHDamith Herath
Damith Herath
AFAngela M Fearon
Angela M Fearon
MGMaryam Ghahramani
Maryam Ghahramani
Background: Early identification of balance impairments is critical for detecting fall risk in older adults. Force plates are the standard for measuring postural sway but are restricted in practice because they are cumbersome and expensive. The Balance Mat is a portable device that requires comprehensive validation against force plates and clinical benchmarks in older adult populations. Objective: To evaluate the technical validity and clinical discriminative ability of the Balance Mat against a laboratory-grade force plate, clinical tests, and falls history in an older adult cohort. Methods: Fifty-six community-dwelling older adults performed static balance assessments across six stance conditions. Postural sway data were recorded simultaneously using the Balance Mat and a force plate. Technical validity was assessed using Spearman’s rank correlation and Intraclass Correlation Coefficients. Linear regression models were applied to calibrate Balance Mat outputs against the force plate. Diagnostic accuracy for classifying fall risk against the Timed Up and Go test, Falls Efficacy Scale-International, and retrospective falls history was evaluated using Area Under the Curve analysis. Results: The Balance Mat demonstrated strong associations with force plate measurements, particularly for sway path and sway velocity (r=0.851). Following calibration, absolute agreement for these parameters reached excellent levels (ICC=0.93), whereas mean sway demonstrated poor agreement and was excluded. For fall-risk classification, the calibrated Balance Mat achieved fair accuracy for retrospective falls history and high Falls Efficacy Scale-International concern (Area Under the Curve 0.74-0.78) and moderate accuracy for Timed Up and Go thresholds (Area Under the Curve 0.70). Conclusion: The calibrated Balance Mat provides valid measurements of postural sway that align with force plate parameters, particularly for sway path and velocity. Given its fair diagnostic accuracy, the device is best utilised as a portable screening tool in combination with standard clinical assessments and falls history rather than as a standalone diagnostic test.