000098286 001__ 98286
000098286 005__ 20230914083307.0
000098286 0247_ $$2doi$$a10.23919/CinC49843.2019.9005873
000098286 0248_ $$2sideral$$a122004
000098286 037__ $$aART-2019-122004
000098286 041__ $$aeng
000098286 100__ $$0(orcid)0000-0002-7842-9611$$aMilagro, J.$$uUniversidad de Zaragoza
000098286 245__ $$aHeart Rate Variability Analysis Assessment for Asthma Control Stratification
000098286 260__ $$c2019
000098286 5060_ $$aAccess copy available to the general public$$fUnrestricted
000098286 5203_ $$aAutonomic 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.
000098286 536__ $$9info:eu-repo/grantAgreement/ES/MINECO-FEDER/RTI2018-097723-B-I00$$9info:eu-repo/grantAgreement/ES/MINECO/BES-2015-073694$$9info:eu-repo/grantAgreement/ES/ISCIII/CIBER-BBN$$9info:eu-repo/grantAgreement/ES/DGA-FEDER/T39-17R-BSICoS
000098286 540__ $$9info:eu-repo/semantics/openAccess$$aby$$uhttp://creativecommons.org/licenses/by/3.0/es/
000098286 592__ $$a0.296$$b2019
000098286 593__ $$aComputer Science (miscellaneous)$$c2019
000098286 593__ $$aCardiology and Cardiovascular Medicine$$c2019
000098286 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion
000098286 700__ $$aSoto, L.
000098286 700__ $$aGiner, J.
000098286 700__ $$aVaron, C.
000098286 700__ $$0(orcid)0000-0003-3434-9254$$aLaguna, P.$$uUniversidad de Zaragoza
000098286 700__ $$aPlaza, V.
000098286 700__ $$0(orcid)0000-0001-7285-0715$$aGil, E.$$uUniversidad de Zaragoza
000098286 700__ $$0(orcid)0000-0003-1272-0550$$aBailón, R.$$uUniversidad de Zaragoza
000098286 7102_ $$15007$$2520$$aUniversidad de Zaragoza$$bDpto. Informát.Ingenie.Sistms.$$cÁrea Ingen.Sistemas y Automát.
000098286 7102_ $$15008$$2800$$aUniversidad de Zaragoza$$bDpto. Ingeniería Electrón.Com.$$cÁrea Teoría Señal y Comunicac.
000098286 773__ $$g46 (2019), [4 pp]$$pComput. cardiol.$$tComputing in Cardiology$$x2325-8861
000098286 8564_ $$s84862$$uhttps://zaguan.unizar.es/record/98286/files/texto_completo.pdf$$yVersión publicada
000098286 8564_ $$s2687754$$uhttps://zaguan.unizar.es/record/98286/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada
000098286 909CO $$ooai:zaguan.unizar.es:98286$$particulos$$pdriver
000098286 951__ $$a2023-09-13-10:56:10
000098286 980__ $$aARTICLE