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Journal Article
G. Valenza, Citi, L., Saul, J. P., and Barbieri, R., Measures of sympathetic and parasympathetic autonomic outflow from heartbeat dynamics, Journal of applied physiology, vol. 125, pp. 19–39, 2018 [Online]. Available:
G. Valenza, Wendt, H., Kiyono, K., Hayano, J., Watanabe, E., Yamamoto, Y., Abry, P., and Barbieri, R., Mortality prediction in severe congestive heart failure patients with multifractal point-process modeling of heartbeat dynamics, IEEE Transactions on Biomedical Engineering, vol. 65, pp. 2345–2354, 2018 [Online]. Available:
A. Duggento, Passamonti, L., Valenza, G., Barbieri, R., Guerrisi, M., and Toschi, N., Multivariate Granger causality unveils directed parietal to prefrontal cortex connectivity during task-free MRI, Scientific reports, vol. 8, pp. 1–11, 2018 [Online]. Available:
G. Valenza, Garcia, R. G., Citi, L., Scilingo, E. P., Tomaz, C. A., and Barbieri, R., Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics, Frontiers in physiology, vol. 6, 2015.
G. Valenza, Citi, L., Gentili, C., Lanata, A., Scilingo, E. P., and Barbieri, R., Point-Process Nonlinear Autonomic Assessment of Depressive States in Bipolar Patients, Methods of Information in Medicine, vol. 53, no. 4, pp. 296–302, 2014.
G. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics, IEEE Transactions on Signal Processing, vol. 61, no. 11, pp. 2914–2926, 2013.
R. G. Garcia, Valenza, G., Tomaz, C. A., and Barbieri, R., Relationship between cardiac vagal activity and mood congruent memory bias in major depression, Journal of Affective Disorders, vol. 190, pp. 19–25, 2016.
G. Valenza, Citi, L., Lanata, A., Scilingo, E. P., and Barbieri, R., Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics, Nature Scientific Reports, vol. 4, no. 4998, pp. 1–13, 2014.
M. Orini, Valenza, G., Citi, L., and Barbieri, R., Tetravariate Point-Process Model for the Continuous Characterization of Cardiovascular-Respiratory Dynamics during Passive Postural Changes, 2012.