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Synchronous post-exercise electrocardiogram, phonocardiogram, photoplethysmograms and seismocardiogram

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2025
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Аутори
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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Апстракт
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...les new insights into the cardio-respiratory and electro-mechanical couplings in the cardiovascular system.

Извор:
Scientific Data, 2025, 12, 1, 1452-
Финансирање / пројекти:
  • 2023-07-17 SensSmart - Multi-SENSor SysteM and ARTificial intelligence in service of heart failure diagnosis (RS-ScienceFundRS-Ideje-7754338)
  • Министарство науке, технолошког развоја и иновација Републике Србије, институционално финансирање - 200017 (Универзитет у Београду, Институт за нуклеарне науке Винча, Београд-Винча) (RS-MESTD-inst-2020-200017)
  • Министарство науке, технолошког развоја и иновација Републике Србије, институционално финансирање - 200103 (Универзитет у Београду, Електротехнички факултет) (RS-MESTD-inst-2020-200103)
Напомена:
  • 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
Повезане информације:
  • Повезани садржај
    https://doi.org/10.13026/fy9p-n277

DOI: 10.1038/s41597-025-05781-4

ISSN: 2052-4463

[ Google Scholar ]
URI
https://vinar.vin.bg.ac.rs/handle/123456789/15346
Колекције
  • Radovi istraživača
  • SensSmart
Институција/група
Vinča
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 . .

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