Synchronous post-exercise electrocardiogram, phonocardiogram, photoplethysmograms and seismocardiogram

Lazović, Aleksandar; Atanasoski, Vladimir; Tadić, Predrag; Đorđević, Natalija; Tiosavljević, Maša; Ivanović, Marija D.; Hadžievski, Ljupčo; Ristić, Arsen; Vukčević, Vladan; Petrović, Jovana S.

doi:10.1038/s41597-025-05781-4

2025

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Autori

Lazović, Aleksandar
Atanasoski, Vladimir

Tadić, Predrag
Đorđević, Natalija
Tiosavljević, Maša
Ivanović, Marija D.
Hadžievski, Ljupčo

Ristić, Arsen
Vukčević, Vladan
Petrović, Jovana S.

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Apstrakt

Noninvasive electromechanical assessment of cardiovascular function is emerging as a cost-effective method for diagnosis of heart failure and arterial diseases, and for telemedical monitoring of blood pressure and neural disorders. It encompasses simultaneous acquisition of electrocardiographic, phonocardiographic, arterial-pulse, chest-vibration, bioimpedance and other waveforms. The phases and amplitudes of these waveforms are used for construction of disease biomarkers. The procedure includes corrections of biomarker values to daily variation and excursions of heart rate. However, datasets that enable a systematic study of the effects of heart rate on mechanical waveforms are currently not available. Here, we describe SensSmartTech - the first dataset of multiparametric cardiovascular signals systematically measured in a large span of heart rates from 52 to 182 beats per minute, achieved by running on a treadmill. Besides providing the data for biomarker correction, the dataset enab...

Izvor:
Scientific Data, 2025, 12, 1, 1452-

Finansiranje / projekti:

2023-07-17 SensSmart - Multi-SENSor SysteM and ARTificial intelligence in service of heart failure diagnosis (RS-ScienceFundRS-Ideje-7754338)
Ministarstvo nauke, tehnološkog razvoja i inovacija Republike Srbije, institucionalno finansiranje - 200017 (Univerzitet u Beogradu, Institut za nuklearne nauke Vinča, Beograd-Vinča) (RS-MESTD-inst-2020-200017)
Ministarstvo nauke, tehnološkog razvoja i inovacija Republike Srbije, institucionalno finansiranje - 200103 (Univerzitet u Beogradu, Elektrotehnički fakultet) (RS-MESTD-inst-2020-200103)

Napomena:

Data for the article available at: Lazović, A., Tadić, P., Đorđević, N., Atanasoski, V., Tiosavljevic, M., Ivanovic, M., Hadzievski, L., Ristic, A., Vukcevic, V., & Petrovic, J. (2024). SensSmartTech database of cardiovascular signals synchronously recorded by an electrocardiograph, phonocardiograph, photoplethysmograph and accelerometer (version 1.0.0). PhysioNet. RRID:SCR_007345. https://doi.org/10.13026/fy9p-n277

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https://doi.org/10.13026/fy9p-n277

DOI: 10.1038/s41597-025-05781-4

ISSN: 2052-4463

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URI

https://vinar.vin.bg.ac.rs/handle/123456789/15346

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TY - JOUR
AU - Lazović, Aleksandar
AU - Atanasoski, Vladimir
AU - Tadić, Predrag
AU - Đorđević, Natalija
AU - Tiosavljević, Maša
AU - Ivanović, Marija D.
AU - Hadžievski, Ljupčo
AU - Ristić, Arsen
AU - Vukčević, Vladan
AU - Petrović, Jovana S.
PY - 2025
UR - https://vinar.vin.bg.ac.rs/handle/123456789/15346
AB - Noninvasive electromechanical assessment of cardiovascular function is emerging as a cost-effective method for diagnosis of heart failure and arterial diseases, and for telemedical monitoring of blood pressure and neural disorders. It encompasses simultaneous acquisition of electrocardiographic, phonocardiographic, arterial-pulse, chest-vibration, bioimpedance and other waveforms. The phases and amplitudes of these waveforms are used for construction of disease biomarkers. The procedure includes corrections of biomarker values to daily variation and excursions of heart rate. However, datasets that enable a systematic study of the effects of heart rate on mechanical waveforms are currently not available. Here, we describe SensSmartTech - the first dataset of multiparametric cardiovascular signals systematically measured in a large span of heart rates from 52 to 182 beats per minute, achieved by running on a treadmill. Besides providing the data for biomarker correction, the dataset enables new insights into the cardio-respiratory and electro-mechanical couplings in the cardiovascular system.
T2 - Scientific Data
T1 - Synchronous post-exercise electrocardiogram, phonocardiogram, photoplethysmograms and seismocardiogram
VL - 12
IS - 1
SP - 1452
DO - 10.1038/s41597-025-05781-4
ER -

@article{
author = "Lazović, Aleksandar and Atanasoski, Vladimir and Tadić, Predrag and Đorđević, Natalija and Tiosavljević, Maša and Ivanović, Marija D. and Hadžievski, Ljupčo and Ristić, Arsen and Vukčević, Vladan and Petrović, Jovana S.",
year = "2025",
abstract = "Noninvasive electromechanical assessment of cardiovascular function is emerging as a cost-effective method for diagnosis of heart failure and arterial diseases, and for telemedical monitoring of blood pressure and neural disorders. It encompasses simultaneous acquisition of electrocardiographic, phonocardiographic, arterial-pulse, chest-vibration, bioimpedance and other waveforms. The phases and amplitudes of these waveforms are used for construction of disease biomarkers. The procedure includes corrections of biomarker values to daily variation and excursions of heart rate. However, datasets that enable a systematic study of the effects of heart rate on mechanical waveforms are currently not available. Here, we describe SensSmartTech - the first dataset of multiparametric cardiovascular signals systematically measured in a large span of heart rates from 52 to 182 beats per minute, achieved by running on a treadmill. Besides providing the data for biomarker correction, the dataset enables new insights into the cardio-respiratory and electro-mechanical couplings in the cardiovascular system.",
journal = "Scientific Data",
title = "Synchronous post-exercise electrocardiogram, phonocardiogram, photoplethysmograms and seismocardiogram",
volume = "12",
number = "1",
pages = "1452",
doi = "10.1038/s41597-025-05781-4"
}

Lazović, A., Atanasoski, V., Tadić, P., Đorđević, N., Tiosavljević, M., Ivanović, M. D., Hadžievski, L., Ristić, A., Vukčević, V.,& Petrović, J. S.. (2025). Synchronous post-exercise electrocardiogram, phonocardiogram, photoplethysmograms and seismocardiogram. in Scientific Data, 12(1), 1452.
https://doi.org/10.1038/s41597-025-05781-4

Lazović A, Atanasoski V, Tadić P, Đorđević N, Tiosavljević M, Ivanović MD, Hadžievski L, Ristić A, Vukčević V, Petrović JS. Synchronous post-exercise electrocardiogram, phonocardiogram, photoplethysmograms and seismocardiogram. in Scientific Data. 2025;12(1):1452.
doi:10.1038/s41597-025-05781-4 .

Lazović, Aleksandar, Atanasoski, Vladimir, Tadić, Predrag, Đorđević, Natalija, Tiosavljević, Maša, Ivanović, Marija D., Hadžievski, Ljupčo, Ristić, Arsen, Vukčević, Vladan, Petrović, Jovana S., "Synchronous post-exercise electrocardiogram, phonocardiogram, photoplethysmograms and seismocardiogram" in Scientific Data, 12, no. 1 (2025):1452,
https://doi.org/10.1038/s41597-025-05781-4 . .