---
_id: '8580'
abstract:
- lang: eng
  text: We evaluate the usefulness of persistent homology in the analysis of heart
    rate variability. In our approach we extract several topological descriptors characterising
    datasets of RR-intervals, which are later used in classical machine learning algorithms.
    By this method we are able to differentiate the group of patients with the history
    of transient ischemic attack and the group of hypertensive patients.
article_number: '9158054'
article_processing_charge: No
author:
- first_name: Grzegorz
  full_name: Graff, Grzegorz
  last_name: Graff
- first_name: Beata
  full_name: Graff, Beata
  last_name: Graff
- first_name: Grzegorz
  full_name: Jablonski, Grzegorz
  id: 4483EF78-F248-11E8-B48F-1D18A9856A87
  last_name: Jablonski
  orcid: 0000-0002-3536-9866
- first_name: Krzysztof
  full_name: Narkiewicz, Krzysztof
  last_name: Narkiewicz
citation:
  ama: 'Graff G, Graff B, Jablonski G, Narkiewicz K. The application of persistent
    homology in the analysis of heart rate variability. In: <i>11th Conference of
    the European Study Group on Cardiovascular Oscillations: Computation and Modelling
    in Physiology: New Challenges and Opportunities, </i>. IEEE; 2020. doi:<a href="https://doi.org/10.1109/ESGCO49734.2020.9158054">10.1109/ESGCO49734.2020.9158054</a>'
  apa: 'Graff, G., Graff, B., Jablonski, G., &#38; Narkiewicz, K. (2020). The application
    of persistent homology in the analysis of heart rate variability. In <i>11th Conference
    of the European Study Group on Cardiovascular Oscillations: Computation and Modelling
    in Physiology: New Challenges and Opportunities, </i>. Pisa, Italy: IEEE. <a href="https://doi.org/10.1109/ESGCO49734.2020.9158054">https://doi.org/10.1109/ESGCO49734.2020.9158054</a>'
  chicago: 'Graff, Grzegorz, Beata Graff, Grzegorz Jablonski, and Krzysztof Narkiewicz.
    “The Application of Persistent Homology in the Analysis of Heart Rate Variability.”
    In <i>11th Conference of the European Study Group on Cardiovascular Oscillations:
    Computation and Modelling in Physiology: New Challenges and Opportunities, </i>.
    IEEE, 2020. <a href="https://doi.org/10.1109/ESGCO49734.2020.9158054">https://doi.org/10.1109/ESGCO49734.2020.9158054</a>.'
  ieee: 'G. Graff, B. Graff, G. Jablonski, and K. Narkiewicz, “The application of
    persistent homology in the analysis of heart rate variability,” in <i>11th Conference
    of the European Study Group on Cardiovascular Oscillations: Computation and Modelling
    in Physiology: New Challenges and Opportunities, </i>, Pisa, Italy, 2020.'
  ista: 'Graff G, Graff B, Jablonski G, Narkiewicz K. 2020. The application of persistent
    homology in the analysis of heart rate variability. 11th Conference of the European
    Study Group on Cardiovascular Oscillations: Computation and Modelling in Physiology:
    New Challenges and Opportunities, . ESGCO: European Study Group on Cardiovascular
    Oscillations, 9158054.'
  mla: 'Graff, Grzegorz, et al. “The Application of Persistent Homology in the Analysis
    of Heart Rate Variability.” <i>11th Conference of the European Study Group on
    Cardiovascular Oscillations: Computation and Modelling in Physiology: New Challenges
    and Opportunities, </i>, 9158054, IEEE, 2020, doi:<a href="https://doi.org/10.1109/ESGCO49734.2020.9158054">10.1109/ESGCO49734.2020.9158054</a>.'
  short: 'G. Graff, B. Graff, G. Jablonski, K. Narkiewicz, in:, 11th Conference of
    the European Study Group on Cardiovascular Oscillations: Computation and Modelling
    in Physiology: New Challenges and Opportunities, , IEEE, 2020.'
conference:
  end_date: 2020-07-15
  location: Pisa, Italy
  name: 'ESGCO: European Study Group on Cardiovascular Oscillations'
  start_date: 2020-07-15
date_created: 2020-09-28T08:59:27Z
date_published: 2020-08-01T00:00:00Z
date_updated: 2023-08-22T09:33:34Z
day: '01'
department:
- _id: HeEd
doi: 10.1109/ESGCO49734.2020.9158054
external_id:
  isi:
  - '000621172600045'
isi: 1
language:
- iso: eng
month: '08'
oa_version: None
publication: '11th Conference of the European Study Group on Cardiovascular Oscillations:
  Computation and Modelling in Physiology: New Challenges and Opportunities, '
publication_identifier:
  isbn:
  - '9781728157511'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: The application of persistent homology in the analysis of heart rate variability
type: conference
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
year: '2020'
...