title: Recurrence quantification analysis of heart rate variability and respiratory flow series in patients on weaning trials.
abstract: Autonomic nervous system regulates the behavior of cardiac and respiratory systems. Its assessment during the ventilator weaning can provide information about physio-pathological imbalances. This work proposes a non linear analysis of the complexity of the heart rate variability (HRV) and breathing duration (T(Tot)) applying recurrence plot (RP) and their interaction joint recurrence plot (JRP). A total of 131 patients on weaning trials from mechanical ventilation were analyzed: 92 patients with successful weaning (group S) and 39 patients that failed to maintain spontaneous breathing (group F). The results show that parameters as determinism (DET), average diagonal line length (L), and entropy (ENTR), are statistically significant with RP for T(Tot) series, but not with HRV. When comparing the groups with JRP, all parameters have been relevant. In all cases, mean values of recurrence quantification analysis are higher in the group S than in the group F. The main differences between groups were found on the diagonal and vertical structures of the joint recurrence plot.
authors.affiliation: Dept ESAII, Universitat Politècnica de Catalunya and CIBER de Bioingeniería, Biomateriales y Nanomedicina. Andres.Arcentales@upc.edu
authors.forename: Andrés
authors.initials: A
authors.lastname: Arcentales
authors.forename: Beatriz F
authors.initials: BF
authors.lastname: Giraldo
authors.forename: Pere
authors.initials: P
authors.lastname: Caminal
authors.forename: Salvador
authors.initials: S
authors.lastname: Benito
authors.forename: Andreas
authors.initials: A
authors.lastname: Voss
mesh_terms: D019277:Entropy; D006339:Heart Rate; D006801:Humans; D012119:Respiration; D012815:Signal Processing, Computer-Assisted; D015300:Ventilator Weaning