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2017
G. Valenza, Citi, L., Lanata, A., Gentili, C., Barbieri, R., and Scilingo, E. Pasquale, Applications of Heartbeat Complexity Analysis to Depression and Bipolar Disorder, in Complexity and Nonlinearity in Cardiovascular Signals, Springer, Cham, 2017, pp. 345–374.
A. Greco, Valenza, G., Citi, L., and Scilingo, E. Pasquale, Arousal and Valence Recognition of Affective Sounds based on Electrodermal Activity, IEEE Sensors Journal, 2017.
N. Toschi, Valenza, G., Citi, L., Guerrisi, M., Orsolini, S., Tessa, C., Diciotti, S., and Barbieri, R., Assessment of Instantaneous Heartbeat Dynamics in amnestic Mild Cognitive Impairment, in EMBEC & NBC 2017, Springer, Singapore, 2017, pp. 366–369.
G. Valenza, Citi, L., Garcıa, R. G., Taylor, J. Noggle, Toschi, N., and Barbieri, R., Complexity Variability Assessment of Nonlinear Time-Varying Cardiovascular Control, Scientific Reports, vol. 7, 2017.
A. Greco, Valenza, G., Nardelli, M., Bianchi, M., Citi, L., and Scilingo, E. Pasquale, Force-Velocity Assessment of Caress-Like Stimuli Through the Electrodermal Activity Processing: Advantages of a Convex Optimization Approach, IEEE Transactions on Human-Machine Systems, 2017.
A. Greco, Guidi, A., Felici, F., Leo, A., Ricciardi, E., Bianchi, M., Bicchi, A., Citi, L., Valenza, G., and Scilingo, E. Pasquale, Muscle fatigue assessment through electrodermal activity analysis during isometric contraction, in Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE, 2017.
X. Li, Poli, R., Valenza, G., Scilingo, E. Pasquale, and Citi, L., Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems, in Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE, 2017.
G. Valenza, Citi, L., Scilingo, E. Pasquale, and Barbieri, R., Time-Varying Cardiovascular Complexity with Focus on Entropy and Lyapunov Exponents, in Complexity and Nonlinearity in Cardiovascular Signals, Springer, Cham, 2017, pp. 233–256.
2014
G. Valenza, Orini, M., Citi, L., Minchole, A., Pueyo, E., Laguna, P., and Barbieri, R., Assessing instantaneous QT variability dynamics within a point-process nonlinear framework, in Cardiovascular Oscillations (ESGCO), 2014 8th Conference of the European Study Group on, 2014.
G. Valenza, Citi, L., Scilingo, E. Pasquale, and Barbieri, R., Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures, in Computing in Cardiology, 2014.
G. Valenza, Citi, L., and Barbieri, R., Assessment of gait nonlinear dynamics by inhomogeneous point-process models, in Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 2014.
G. Valenza, Citi, L., Scilingo, E. Pasquale, and Barbieri, R., Defining an instantaneous complexity measure for heartbeat dynamics: The inhomogeneous point-process entropy, in Cardiovascular Oscillations (ESGCO), 2014 8th Conference of the European Study Group on, 2014.
A. Greco, Lanata, A., Valenza, G., Scilingo, E. Pasquale, and Citi, L., Electrodermal activity processing: A convex optimization approach, in Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 2014.
G. Valenza, Citi, L., and Barbieri, R., Estimation of instantaneous complex dynamics through Lyapunov exponents: a study on heartbeat dynamics, Plos One, vol. 9, p. e105622, 2014.
G. Valenza, Citi, L., Scilingo, E. Pasquale, and Barbieri, R., Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems, Physical Review E, vol. 89, p. 052803, 2014.
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. 1, p. 13, 2014.
R. Barbieri, Valenza, G., Citi, L., Guerrisi, M., Orsolini, S., Tessa, C., Diciotti, S., and Toschi, N., Lower Instantaneous Entropy of Heartbeat Dynamics Characterizes Cognitive Impairment in Parkinson's Disease, in Computing in Cardiology, 2014.

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Computational Physiology & Biomedical Instruments Group, University of Pisa

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