98286 20230914083307.0 doi 10.23919/CinC49843.2019.9005873 sideral 122004 ART-2019-122004 eng Milagro, J. Universidad de Zaragoza (orcid)0000-0002-7842-9611 Heart Rate Variability Analysis Assessment for Asthma Control Stratification 2019 Access copy available to the general public Unrestricted Autonomic nervous system (ANS) has been suggested to play a major role in the pathogenesis of asthma. This hypothesis has motivated large research, revealing a reduced modulation of the heart rate in subjects with uncontrolled asthma, when compared to asthmatics with controlled symptomatology. In this work, we assessed ANS activity through heart rate variability analysis in a group of asthmatics classified attending to the control of their symptoms. This information was later used for training a logistic regression classifier aiming at differentiating between the levels of control in asthmatic patients. The accuracy of the classifier improved when including ANS information (71.77%, versus 64.73% when only clinical parameters were considered), suggesting that ANS assessment could contribute to better non-invasive asthma monitoring. info:eu-repo/grantAgreement/ES/DGA-FEDER/T39-17R-BSICoS info:eu-repo/grantAgreement/ES/ISCIII/CIBER-BBN info:eu-repo/grantAgreement/ES/MINECO/BES-2015-073694 info:eu-repo/grantAgreement/ES/MINECO-FEDER/RTI2018-097723-B-I00 info:eu-repo/semantics/openAccess by http://creativecommons.org/licenses/by/3.0/es/ 0.296 2019 Computer Science (miscellaneous) 2019 Cardiology and Cardiovascular Medicine 2019 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Soto, L. Giner, J. Varon, C. Laguna, P. Universidad de Zaragoza (orcid)0000-0003-3434-9254 Plaza, V. Gil, E. Universidad de Zaragoza (orcid)0000-0001-7285-0715 Bailón, R. Universidad de Zaragoza (orcid)0000-0003-1272-0550 5007 520 Universidad de Zaragoza Dpto. Informát.Ingenie.Sistms. Área Ingen.Sistemas y Automát. 5008 800 Universidad de Zaragoza Dpto. Ingeniería Electrón.Com. Área Teoría Señal y Comunicac. 46 (2019), [4 pp] Comput. cardiol. Computing in Cardiology 2325-8861 84862 http://zaguan.unizar.es/record/98286/files/texto_completo.pdf Versión publicada 2687754 http://zaguan.unizar.es/record/98286/files/texto_completo.jpg?subformat=icon icon Versión publicada oai:zaguan.unizar.es:98286 articulos driver 2023-09-13-10:56:10 ARTICLE