Grzegorz Graff

Prof. Grzegorz Graff


Research Focus & Metrics

Academic Career Length

27Years (2000-Present)

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

Representative Publications

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25 June 2013 in The European Physical Journal Special Topics
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Journal Article
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GGGrzegorz Graff
Grzegorz Graff
BGBeata Graff
Beata Graff
AKA. Kaczkowska
A. Kaczkowska
DMD. Makowiec
D. Makowiec
Jose AmigoJose Amigo
Jose Amigo
PGPrzemyslaw Guzik
Przemyslaw Guzik
The recognition of all main features of a healthy heart rhythm (the so-called sinus rhythm) is still one of the biggest challenges in contemporary cardiology. Recently the interesting physiological...

22 July 2021 in PLOS ONE
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Journal Article
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GGGrzegorz Graff
Grzegorz Graff
BGBeata Graff
Beata Graff
PPPaweł Pilarczyk
Paweł Pilarczyk
GJGrzegorz Jabłoński
Grzegorz Jabłoński
DGDariusz Gąsecki
Dariusz Gąsecki
KNKrzysztof Narkiewicz
Krzysztof Narkiewicz
Heart rate variability (hrv) is a physiological phenomenon of the variation in the length of the time interval between consecutive heartbeats. In many cases it could be an indicator of the development of pathological states. The classical approach to the analysis of hrv includes time domain methods and frequency domain methods. However, attempts are still being made to define new and more effective hrv assessment tools. Persistent homology is a novel data analysis tool developed in the recent decades that is rooted at algebraic topology. The Topological Data Analysis (TDA) approach focuses on examining the shape of the data in terms of connectedness and holes, and has recently proved to be very effective in various fields of research. In this paper we propose the use of persistent homology to the hrv analysis. We recall selected topological descriptors used in the literature and we introduce some new topological descriptors that reflect the specificity of hrv, and we discuss their relation to the standard hrv measures. In particular, we show that this novel approach provides a collection of indices that might be at least as useful as the classical parameters in differentiating between series of beat-to-beat intervals (RR-intervals) in healthy subjects and patients suffering from a stroke episode.

1 November 2013 in Autonomic Neuroscience
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BGBeata Graff
Beata Graff
ASAnna Szyndler
Anna Szyndler
KCKrzysztof Czechowicz
Krzysztof Czechowicz
WKWiesława Kucharska
Wiesława Kucharska
GGGrzegorz Graff
Grzegorz Graff
KNKrzysztof Narkiewicz
Krzysztof Narkiewicz

15 July 2021 in Bulletin of the London Mathematical Society
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JBJakub Byszewski
Jakub Byszewski
GGGrzegorz Graff
Grzegorz Graff
TWThomas Ward
Thomas Ward
In this survey we describe how the so-called Dold congruence arises in topology, and how it relates to periodic point counting in dynamical systems.

2 March 2015 in Entropy
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BGBeata Graff
Beata Graff
GGGrzegorz Graff
Grzegorz Graff
DMDanuta Makowiec
Danuta Makowiec
AKAgnieszka Kaczkowska
Agnieszka Kaczkowska
DWDorota Wejer
Dorota Wejer
KNKrzysztof Narkiewicz
Krzysztof Narkiewicz
Sample entropy (SampEn) was reported to be useful in the assessment of the complexity of heart rate dynamics. Permutation entropy (PermEn) is a new measure based on the concept of order and was previously shown to be accurate for short, non-stationary datasets. The aim of the present study is to assess if SampEn and PermEn obtained from baseline recordings might differentiate patients with various outcomes of the head-up tilt test (HUTT). Time-domain heart rate variability (HRV) indices and several nonlinear parameters were calculated using 500 RR interval-long ECG recordings done before tilting in patients with a history suggesting vasovagal syncope. Groups of patients with so-called cardiodepressive vasovagal syncope (VVS_2) during HUTT and patients who did not faint during the test were compared. Two types of HUT tests were analyzed: with spontaneous (SB) or controlled breathing (CB). In our study, SampEn was higher in VVS_2 patients during SB, and PermEn was higher in VVS_2 patients during CB. Irrespective of the type of breathing during the test, SampEn and PermEn were similar in patients with the same type of reaction during HUTT. The use of several entropy-based parameters seems to be useful in HRV assessment in patients with vasovagal fainting.

1 January 2009 in Forum Mathematicum
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GGGrzegorz Graff
Grzegorz Graff
JJJerzy Jezierski
Jerzy Jezierski