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G. Valenza, Lanata, A., and Scilingo, E. P., Improving emotion recognition systems by embedding cardiorespiratory coupling, Physiological Measurement, vol. 34, no. 4, 2013.
R. Barbieri, Citi, L., Valenza, G., Guerrisi, M., Orsolini, S., Tessa, C., Diciotti, S., and Toschi, N., Increased Instability of Heartbeat Dynamics in Parkinson's Disease, in Computers in Cardiology, 2013.
J. Bolea, Valenza, G., Bailon, R., Pueyo, E., and Barbieri, R., Inhomogeneous HRV spectral complexity: a preliminary evaluation with gravitational stimuli under selective autonomic blockade, in 2018 Computing in Cardiology Conference (CinC), Maastricht, Netherlands, 2018, vol. 45, pp. 1–4 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8743782
G. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems, Physical Review E, vol. 89, 2014. PDF icon 2014_valenza_et_al_pre_ipapen2.pdf (1.21 MB)
G. Valenza, Greco, A., Citi, L., Bianchi, M., Barbieri, R., and Scilingo, E. P., Inhomogeneous point-processes to instantaneously assess affective haptic perception through heartbeat dynamics information, Scientific reports, vol. 6, 2016.
R. G. Garcia, Valenza, G., Tomaz, C. A., and Barbieri, R., Instantaneous Bispectral Analysis of Heartbeat Dynamics for the Assessment of Major Depression, in Computing in Cardiology Conference (CinC), 2015.
G. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., Instantaneous bispectral characterization of the autonomic nervous system through a point-process nonlinear model, in World Congress on Medical Physics and Biomedical Engineering, May 26-31, 2012, Beijing, China, 2013, pp. 530–533.
L. Citi, Valenza, G., and Barbieri, R., Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents, in 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012, pp. 13–16.
G. Valenza, Akeju, O., Pavone, K. J., Citi, L., Hartnack, K. E., Sampson, A., Purdon, P. L., Brown, E. N., and Barbieri, R., Instantaneous monitoring of heart beat dynamics during anesthesia and sedation, Journal of Computational Surgery, vol. 3, no. 13, 2014. PDF icon 2014_valenza_et_al_jcompsur_anesthesia.pdf (2.51 MB)
G. Valenza, Citi, L., and Barbieri, R., Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models, in Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, 2013, pp. 6131–6134.
G. Valenza, Faes, L., Citi, L., Orini, M., and Barbieri, R., Instantaneous transfer entropy for the study of cardio-respiratory dynamics, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, 2015, pp. 7885–7888.
G. Valenza, Faes, L., Citi, L., Orini, M., and Barbieri, R., Instantaneous transfer entropy for the study of cardiovascular and cardiorespiratory nonstationary dynamics, IEEE Transactions on Biomedical Engineering, vol. 65, pp. 1077–1085, 2017 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8010795
S. Fani, Ciotti, S., Catalano, M. G., Grioli, G., Tognetti, A., Valenza, G., A. Ajoudani, and Bianchi, M., Integrating wearable haptics and teleimpedance methods for augmented human-robot interaction with synergy-inspired robotic systems, Robotic & Automation Magazine, Accepted, 2017 [Online]. Available: https://scholar.google.com/scholar?cluster=1774931764262806887&hl=en&oi=scholarr
S. Ghiasi, Greco, A., Nardelli, M., Catrambone, V., Barbieri, R., Scilingo, E. P., and Valenza, G., Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressor Test, in 2018 Computing in Cardiology Conference (CinC), Maastricht, Netherlands, 2018, vol. 45, pp. 1–4 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8743697
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G. Valenza, Nardelli, M., Bertschy, G., Lanata, A., Barbieri, R., and Scilingo, E. P., Maximal-Radius Multiscale Entropy of Cardiovascular Variability: A Promising Biomarker of Pathological Mood States in Bipolar Disorders, in 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014.
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: https://journals.physiology.org/doi/full/10.1152/japplphysiol.00842.2017
L. Citi, Valenza, G., Purdon, P. L., Brown, E. N., and Barbieri, R., Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent, in 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012, pp. 3124–3127.
G. Valenza, Gentili, C., Lanata, A., and Scilingo, E. P., Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives, Artificial Intelligence In Medicine, vol. 57, no. 1, pp. 49–58, 2013.
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: https://ieeexplore.ieee.org/abstract/document/8267243
U. Debarnot, Valenza, G., Champely, S., Scilingo, E. P., De Rossi, D., and Guillot, A., Motor imagery effectiveness for mirror reversed movements, Cognitive, Affective, & Behavioral Neuroscience, vol. 11, pp. 22–31, 2011.
M. Nardelli, Scilingo, E. P., and Valenza, G., Multichannel Complexity Index (MCI) for a multi-organ physiological complexity assessment, Physica A: Statistical Mechanics and its Applications, vol. 530, 2019 [Online]. Available: https://doi.org/10.1016/j.physa.2019.121543PDF icon 1-s2.0-s0378437119309070-main.pdf (550.29 KB)
M. Nardelli, Greco, A., Valenza, G., Lanatà, A., Bailon, R., and Scilingo, E. P., A multiclass arousal recognition using HRV nonlinear analysis and affective images, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 392–395 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512426
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: https://www.nature.com/articles/s41598-018-23996-x
A. Greco, Guidi, A., Felici, F., Leo, A., Ricciardi, E., Bianchi, M., Bicchi, A., Citi, L., Valenza, G., and Scilingo, E. P., Muscle fatigue assessment through electrodermal activity analysis during isometric contraction, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2017. PDF icon greco_et_al.pdf (192.46 KB)

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