Agata Barbagini

Ms. Agata Barbagini

Università degli Studi di Torino
orcid

Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

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

Representative Publications

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19 February 2022 in Applied Sciences
Verified
Journal Article
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ABAgata Barbagini
Agata Barbagini
LELeonardo Ermini
Leonardo Ermini
RPRaffaele Pertusio
Raffaele Pertusio
Carlo FERRARESICarlo FERRARESI
Carlo FERRARESI
Silvestro RoattaSilvestro Roatta
Silvestro Roatta
Pulse wave velocity in veins (vPWV) has recently been reconsidered as a potential index of vascular filling, which may be valuable in the clinic for fluid therapy. The measurement requires that an exogenous pressure pulse is generated in the venous blood stream by external pneumatic compression. To obtain optimal measure repeatability, the compression is delivered synchronously with the heart and respiratory activity. We present a portable prototype for the assessment of vPWV based on the PC board Raspberry Pi and equipped with an A/D board. It acquires respiratory and ECG signals, and the Doppler shift from the ultrasound monitoring of blood velocity from the relevant vein, drives the pneumatic cuff inflation, and returns multiple measurements of vPWV. The device was tested on four healthy volunteers (2 males, 2 females, age 33±13 years), subjected to the passive leg raising (PLR) manoeuvre simulating a transient increase in blood volume. Measurement of vPWV in the basilic vein exhibited a low coefficient of variation (3.6±1.1%), a significant increase during PLR in all subjects, which is consistent with previous findings. This device allows for carrying out investigations in hospital wards on different patient populations as necessary to assess the actual clinical potential of vPWV.

3 June 2025 in IEEE Transactions on Instrumentation and Measurement
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Journal Article
Closed access
ISIrene Suriani
Irene Suriani
ABAgata Barbagini
Agata Barbagini
EBEsmée C. de Boer
Esmée C. de Boer
STSimona Turco
Simona Turco
KLKevin D. Lau
Kevin D. Lau
Massimo MischiMassimo Mischi
Massimo Mischi
Local carotid pulse wave velocity (cPWV), a hemodynamic variable related to arterial stiffness, is a recognized risk indicator for cardiovascular disease. Yet, current methods for its estimation pose challenges, requiring multiple simultaneous local measurements, as is the case for the established Bramwell-Hill (BH) method, or relying on assumptions that may not universally apply, as for single-measurement loop-based methods. This study introduces a novel, non-invasive, single-measurement method for estimating local cPWV. The proposed method relies solely on morphological indices derived from the carotid velocity waveform, measured via pulsed wave Doppler (pw-D) ultrasound. A multivariate regression (MVR) model relating eight such indices to cPWV was trained on a large available virtual cohort (N=5,160), previously generated via one-dimensional hemodynamic modeling. The MVR model was then tested on a clinical dataset of 27 cardiac surgery patients, showing moderate but significant correlation with the reference Bramwell-Hill method (r=0.54, p<0.01), and Bland-Altman values falling within clinically acceptable thresholds (mean difference 0.16 m/s, limits of agreement ±1.98 m/s). The proposed method outperformed the alternative pressure-less flow-area loop (QA-loop) method, which compared poorly to reference BH values (r=0.47, p<0.05, mean difference 0.72 m/s, and limits of agreement ±5.41 m/s). Furthermore, the proposed method showed the lowest intra-subject coefficient of variation (median 2.4%, interquartile range (IQR) 0-4.2%), and measurement-related uncertainty (median 0.11 m/s, IQR 0.07-0.23 m/s) among the three compared methods.

1 January 2026 in IEEE Transactions on Instrumentation and Measurement
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Journal Article
Closed access
ABAgata Barbagini
Agata Barbagini
STSimona Turco
Simona Turco
RSRoksolana Shevchenko
Roksolana Shevchenko
JMJens Muehlsteff
Jens Muehlsteff
Massimo MischiMassimo Mischi
Massimo Mischi