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Authors: Garazi Artola 1 ; Nekane Larburu 2 ; Roberto Álvarez 2 ; Vanessa Escolar 3 ; Ainara Lozano 3 ; Benjamin Juez 3 and Jon Kerexeta 1

Affiliations: 1 Vicomtech Research Centre, Mikeletegi Pasalekua 57, 20009, San Sebastian and Spain ; 2 Vicomtech Research Centre, Mikeletegi Pasalekua 57, 20009, San Sebastian, Spain, Biodonostia Health Research Institute, P. Doctor Begiristain s/n, 20014 San Sebastian and Spain ; 3 Hospital Universitario de Basurto (Osakidetza Health Care System), Avda Montevideo 18, 48013, Bilbao and Spain

ISBN: 978-989-758-353-7

Keyword(s): Heart Failure, Hospital Admission, Open Data, Environmental Factors.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Data Mining ; Databases and Information Systems Integration ; Enterprise Information Systems ; Health Information Systems ; Healthcare Management Systems ; ICT, Ageing and Disability ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: Heart failure (HF) is defined as the incapacity of the heart to pump sufficiently to maintain blood flow to meet the body's needs. Often, this causes sudden worsening of the signs and symptoms of heart failure (decompensations), which may lead on hospital admissions, deteriorating patients’ quality of life and causing an increment on the healthcare cost. Environmental exposure is an important but underappreciated risk factor contributing to the development and severity of cardiovascular diseases, such as HF. In this paper, we describe the development and results of a methodology to determine the effect of environmental factors on HF decompensations by means of hospital admissions. For that, a total number of 8338 hospitalizations of 5343 different patients, and weather and air quality information from open databases have been considered. The results demonstrate that several environmental factors, such as weather temperature, have an impact on the HF related hospital admissions rate, a nd hence, on HF decompensations and patientś quality of life. The next steps are first to predict the number of hospital admissions based on the presented study, and second, the inclusion of these environmental factors on predictive models to assess the risk of decompensation of an ambulatory patient in real time. (More)

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Paper citation in several formats:
Artola, G.; Larburu, N.; Álvarez, R.; Escolar, V.; Lozano, A.; Juez, B. and Kerexeta, J. (2019). The Impact of Environmental Factors on Heart Failure Decompensations.In Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5 HEALTHINF: HEALTHINF, ISBN 978-989-758-353-7, pages 51-58. DOI: 10.5220/0007347300510058

@conference{healthinf19,
author={Garazi Artola. and Nekane Larburu. and Roberto Álvarez. and Vanessa Escolar. and Ainara Lozano. and Benjamin Juez. and Jon Kerexeta.},
title={The Impact of Environmental Factors on Heart Failure Decompensations},
booktitle={Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5 HEALTHINF: HEALTHINF,},
year={2019},
pages={51-58},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007347300510058},
isbn={978-989-758-353-7},
}

TY - CONF

JO - Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5 HEALTHINF: HEALTHINF,
TI - The Impact of Environmental Factors on Heart Failure Decompensations
SN - 978-989-758-353-7
AU - Artola, G.
AU - Larburu, N.
AU - Álvarez, R.
AU - Escolar, V.
AU - Lozano, A.
AU - Juez, B.
AU - Kerexeta, J.
PY - 2019
SP - 51
EP - 58
DO - 10.5220/0007347300510058

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