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2018
G. Valenza, Iozzia, L., Cerina, L., Mainardi, L., and Barbieri, R., Analysis of instantaneous linear, nonlinear and complex cardiovascular dynamics from videophotoplethysmography, Methods of information in medicine, vol. 57, pp. 135–140, 2018 [Online]. Available: https://www.thieme-connect.com/products/ejournals/abstract/10.3414/ME17-02-0013
A. Greco, Benvenuti, S. M., Gentili, C., Palomba, D., Scilingo, E. P., and Valenza, G., Assessment of linear and nonlinear/complex heartbeat dynamics in subclinical depression (dysphoria), Physiological measurement, vol. 39, p. 034004, 2018 [Online]. Available: https://iopscience.iop.org/article/10.1088/1361-6579/aaaeac/meta
A. Greco, Valenza, G., and Scilingo, E. P., Brain Dynamics during Arousal-dependent Pleasant/Unpleasant Visual Elicitation: An Electroencephalographic Study on the Circumplex Model of Affect, IEEE Transactions on Affective Computing, 2018 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8520789
A. Lanatà, Nardelli, M., Valenza, G., Baragli, P., D’Aniello, B., Alterisio, A., Scandurra, A., Semin, G. R., and Scilingo, E. P., A case for the interspecies transfer of emotions: a preliminary investigation on how humans odors modify reactions of the autonomic nervous system in horses, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 522–525 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512327
M. Nardelli, Greco, A., Bianchi, M., Scilingo, E. P., and Valenza, G., Classifying affective haptic stimuli through gender-specific heart rate variability nonlinear analysis, IEEE Transactions on Affective Computing, 2018 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8301612
G. Valenza, Citi, L., Wyller, V. B., and Barbieri, R., ECG-Derived Sympathetic and Parasympathetic Activity in the Healthy: an Early Lower-Body Negative Pressure Study Using Adaptive Kalman Prediction, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 5628–5631 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8513512
G. Valenza, Citi, L., Saul, J. P., and Barbieri, R., ECG-Derived Sympathetic and Parasympathetic Nervous System Dynamics: A Congestive Heart Failure Study, in 2018 Computing in Cardiology Conference (CinC), Maastricht, Netherlands, 2018, vol. 45, pp. 1–4 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8743960
V. Catambrone, Greco, A., Averta, G., Bianchi, M., Bicchi, A., Scilingo, E. P., and Valenza, G., EEG Complexity Maps to Characterise Brain Dynamics during Upper Limb Motor Imagery, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2018 [Online]. Available: https://ieeexplore.ieee.org/document/8512912PDF icon eeg_complexity_maps_to_characterise_brain_dynamics_during_upper_limb_motor_imagery.pdf (714.98 KB)
A. Greco, Spada, D., Rossi, S., Perani, D., Valenza, G., and Scilingo, E. P., EEG Hyperconnectivity Study on Saxophone Quartet Playing in Ensemble, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 1015–1018 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512409
G. Valenza, Greco, A., Bianchi, M., Nardelli, M., Rossi, S., and Scilingo, E. P., EEG oscillations during caress-like affective haptic elicitation, Psychophysiology, vol. 55, p. e13199, 2018 [Online]. Available: https://onlinelibrary.wiley.com/doi/abs/10.1111/psyp.13199
V. Catrambone, Greco, A., Averta, G., Bianchi, M., Vanello, N., Bicchi, A., Valenza, G., and Scilingo, E. P., EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences using Support Vector Machines, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2018 [Online]. Available: https://zenodo.org/record/2559406#.XTbl43ux9GMPDF icon catrambone_et_al_2018.pdf (2.24 MB)
C. Gentili, Benvenuti, S. M., Greco, A., Palomba, D., Scilingo, E. P., and Valenza, G., Exploiting HRV measures for clinical evaluation of depressive symptomatology, International Journal of Psychophysiology, vol. 131, p. S45, 2018 [Online]. Available: https://scholar.google.com/scholar?cluster=11555211109531649620&hl=en&oi=scholarr
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
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
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
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
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
V. Catrambone, Greco, A., Nardelli, M., Ghiasi, S., Vanello, N., Scilingo, E. P., and Valenza, G., A new modelling framework to study time-varying directional brain-heart interactions: Preliminary evaluations and perspectives, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 4611–4614 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8513113
S. Ghiasi, Greco, A., Nardelli, M., Catrambone, V., Barbieri, R., Scilingo, E. P., and Valenza, G., A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 3068–3071.
M. Nardelli, Lanatà, A., Valenza, G., Sgorbini, M., Baragli, P., and Scilingo, E. P., Real-time Evaluation of ECG Acquisition Systems through Signal Quality Assessment in Horses during Submaximal Treadmill Test, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 498–501 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512373
M. Nardelli, Scilingo, E. P., and Valenza, G., Refined generalized multivariate multiscale fuzzy entropy: A preliminary study on multichannel physiological complexity during postural changes, in 2018 26th European Signal Processing Conference (EUSIPCO), Rome, Italy, 2018, pp. 291–295 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8553527
G. Averta, Angelini, F., Bicchi, A., Valenza, G., and Bianchi, M., On the role of postural synergies for grasp force generation and upper limb motion control, in International Conference on NeuroRehabilitation, 2018 [Online]. Available: https://link.springer.com/chapter/10.1007/978-3-030-01845-0_69
S. Fani, Ciotti, S., Catalano, M. G., Grioli, G., Tognetti, A., Valenza, G., A. Ajoudani, and Bianchi, M., Simplifying Telerobotics: Wearability and Teleimpedance Improves Human-Robot Interactions in Teleoperation, IEEE Robotics Automation Magazine, vol. 25, pp. 77-88, 2018. PDF icon simplifying.pdf (3.67 MB)
R. Barbieri, Citi, L., and Valenza, G., System and Method for Sympathetic and Parasympathetic Activity Monitoring by Heartbeat, 2018 [Online]. Available: https://patents.google.com/patent/US20180233234A1/en
2017
A. Guidi, Greco, A., Felici, F., Leo, A., Ricciardi, E., Bianchi, M., Bicchi, A., Valenza, G., and Scilingo, E. P., Heart rate variability analysis during muscle fatigue due to prolonged isometric contraction, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2017. PDF icon guidi_et_al.pdf (243.43 KB)
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
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)
M. Nardelli, Greco, A., Bolea, J., Valenza, G., Scilingo, E. P., and Bailon, R., Reliability of lagged poincaré plot parameters in ultrashort heart rate variability series: Application on affective sounds, IEEE journal of biomedical and health informatics, vol. 22, pp. 741–749, 2017 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/7903605

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