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Conference Paper
M. Nardelli, Valenza, G., Greco, A., Lanata, A., and Scilingo, E. P., Arousal recognition system based on heartbeat dynamics during auditory elicitation, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 6110–6113.
M. Nardelli, Faraguna, U., Grandi, G., Bruno, R. M., Valenza, G., and Scilingo, E. P., The Complexity of Dreams: a Multiscale Entropy Study on Cardiovascular Variability Series, in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8857120/authors#authors
M. Bianchi, Valenza, G., Serio, A., Lanata, A., Greco, L., Nardelli, M., Scilingo, E. P., and Bicchi, A., Design and preliminary affective characterization of a novel fabric-based tactile display, in Haptics Symposium (HAPTICS), 2014 IEEE, Houston, TX, 2014, pp. 591 - 596. PDF icon [PDF] (1.69 MB)
F. Hernando, Nardelli, M., Hocking, K., Lazaro, J., Alvis, B., Gil, E., Scilingo, E. P., Brophy, D. R., Valenza, G., Laguna, P., Brophy, C., and Bailon, R., Effect of yoga on pulse rate variability measured from a venous pressure waveform, in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8856657/authors
A. Greco, Valenza, G., Nardelli, M., Bianchi, M., Lanata, A., and Scilingo, E. P., Electrodermal activity analysis during affective haptic elicitation, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 5777–5780.
G. Valenza, Greco, A., Nardelli, M., Bianchi, M., Lanata, A., Rossi, S., and Scilingo, E. P., Electroencephalographic spectral correlates of caress-like affective haptic stimuli, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 4733–4736.
M. Nardelli, Valenza, G., Bianchi, M., Greco, A., Lanata, A., Bicchi, A., and Scilingo, E. P., Gender-specific velocity recognition of caress-like stimuli through nonlinear analysis of Heart Rate Variability, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 298–301.
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, Nardelli, M., Lanatà, A., Gentili, C., Bertschy, G., and Scilingo, E. P., Predicting mood changes in bipolar disorder through heartbeat nonlinear dynamics: A preliminary study, in Computing in Cardiology Conference (CinC), 2015, 2015, pp. 801–804.
M. Bianchi, Valenza, G., Greco, A., Nardelli, M., Battaglia, E., Bicchi, A., and Scilingo, E. P., Towards a Novel Generation of Haptic and Robotic Interfaces: Integrating A ective Physiology in Human-Robot Interaction, in IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) 2016., New York, August 26-31, 2016, 2016 [Online]. Available: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7745100PDF icon [PDF] (997.69 KB)
Journal Article
M. Nardelli, Valenza, G., Cristea, I., Gentili, C., Cotet, C., David, D., Lanata, A., and Scilingo, E. P., Characterizing psychological dimensions in non-pathological subjects through autonomic nervous system dynamics, Frontiers in Computational Neuroscience, vol. 9, no. 37, 2015. PDF icon 2015_nardelli_etal_frontiers_compneuroscience_dati_ioana.pdf (923.26 KB)
A. Lanata, Valenza, G., Nardelli, M., Gentili, C., and Scilingo, E. P., Complexity Index from a Personalized Wearable Monitoring System for Assessing Remission in Mental Health, IEEE Journal of Biomedical and Health Informatics, vol. 19, pp. 132–139, 2015.
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)
G. Valenza, Nardelli, M., Gentili, C., Bertschy, G., Kosel, M., and Scilingo, E. P., Predicting Mood Changes in Bipolar Disorder through Heartbeat Nonlinear Dynamics, IEEE Journal of Biomedical and Health Informatics, 2016.
M. Nardelli, Valenza, G., Greco, A., Lanata, A., and Scilingo, E. P., Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability, IEEE Transactions on Affective Computing, 2015. PDF icon 2015_nardelli_etal_ieee_tac_iads.pdf (940.87 KB)
M. Bianchi, Valenza, G., Lanata, A., Greco, A., Nardelli, M., Bicchi, A., and Scilingo, E. P., On the Role of Affective Properties in Hedonic and Discriminant Haptic Systems, International Journal of Social Robotics, vol. 9, no. 1, pp. 87–95, 2017 [Online]. Available: http://rdcu.be/ugoWPDF icon [PDF] (17.23 MB)
M. Nardelli, Lanata, A., Valenza, G., Felici, M., Baragli, P., and Scilingo, E. P., A tool for the real-time evaluation of ECG signal quality and activity: Application to submaximal treadmill test in horses, Biomedical Signal Processing and Control, vol. 56, 2020 [Online]. Available: https://www.sciencedirect.com/science/article/pii/S1746809419302472PDF icon 1-s2.0-s1746809419302472-main.pdf (1.65 MB)
G. Valenza, Nardelli, M., Lanata, A., Gentili, C., Bertschy, G., Paradiso, R., and Scilingo, E. P., Wearable Monitoring for Mood Recognition in Bipolar Disorder based on History-Dependent Long-Term Heart Rate Variability Analysis, IEEE Journal of Biomedical and Health Informatics, 2014.