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2016
G. Valenza, Greco, A., Gentili, C., Lanatà, A., Sebastiani, L., Menicucci, D., Gemignani, A., and Scilingo, E. P., “Combining electroencephalographic activity and instantaneous heart rate for assessing brain–heart dynamics during visual emotional elicitation in healthy subjects”, Phil. Trans. R. Soc. A, vol. 374, p. 20150176, 2016.
2015
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.
G. Valenza, Greco, A., Lanatà, A., Gentili, C., Menicucci, D., Sebastiani, L., Gemignani, A., and Scilingo, E. P., “Brain dynamics during emotion elicitation in healthy subjects: An EEG study”, in AEIT International Annual Conference (AEIT), 2015, 2015, pp. 1–3.
G. Valenza, Faita, F., Pratali, L., Vanello, N., Lanata, A., Barbieri, R., and Scilingo, E. P., “Changes in instantaneous complex dynamics during exercise in Chronic Mountain Sickness”, in Computing in Cardiology Conference (CinC), 2015, 2015, pp. 997–1000.
G. Valenza, Citi, L., Gentili, C., Lanata, A., Scilingo, E. P., and Barbieri, R., “Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment”, IEEE Journal of Biomedical and Health Informatics, vol. 19, pp. 263–274, 2015.
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.
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.
A. Lanata, Valenza, G., Greco, A., Gentili, C., Bucchi, F., Frendo, F., and Scilingo, E. P., “How the autonomic nervous system and driving style change with incremental stressing conditions during simulated driving”, IEEE Transactions on Intelligent Transportation Systems, pp. 1505 - 1517 , 2015. PDF icon [PDF] (1.25 MB)
A. Lanata, Guidi, A., Baragli, P., Valenza, G., and Scilingo, E. P., “A novel algorithm for movement artifact removal in ECG signals acquired from wearable systems applied to horses”, PloS one, vol. 10, p. e0140783, 2015.
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.
A. Lanata, Guidi, A., Baragli, P., Paradiso, R., Valenza, G., and Scilingo, E. P., “Removing movement artifacts from equine ECG recordings acquired with textile electrodes”, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, 2015, pp. 1955–1958.
A. Lanata, Greco, A., Valenza, G., and Scilingo, E. P., “Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration”, Journal of Eye Movement Research, vol. 8, pp. 1–15, 2015.
A. Lanata, Greco, A., Valenza, G., and Scilingo, E. P., “On the tridimensional estimation of the gaze point by a stereoscopic wearable eye tracker”, in Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milano, ITA, 2015, pp. 2283–2286.
2014
G. Valenza, Citi, L., Gentili, C., Lanata, A., Scilingo, E. P., and Barbieri, R., “Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment”, IEEE Journal of Biomedical and Health Informatics, 2014.
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., 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., 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.
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.
2013
A. Betella, Martìnez, E., Zucca, R., Arsiwalla, X. D., Omedas, P., Wierenga, S., Mura, A., Wagner, J., Lingenfelser, F., André, E., Mazzei, D., Tognetti, A., Lanata, A., De Rossi, D., and Verschure, P. F. M. J., “Advanced Interfaces to Stem the Data Deluge in Mixed Reality: Placing Human (un)consciuosness in the Loop”, in ACM SIGGRAPH 2013, New York, NY, USA, 2013 [Online]. Available: 10.1145/2503385.2503460
G. Valenza, Lanata, A., Paradiso, R., and Scilingo, E. P., “Advanced Technology Meets Mental Health: How smartphones, textile electronics, and signal processing can serve mental health monitoring, diagnosis, and treatment.”, IEEE pulse, vol. 5, no. 3, pp. 56–59, 2013.
A. Lanata, Valenza, G., and Scilingo, E. P., “Eye gaze patterns in emotional pictures”, Journal of Ambient Intelligence and Humanized Computing, vol. 4, no. 6, pp. 705–715, 2013.
G. Valenza, Lanata, A., and Scilingo, E. P., “Improving emotion recognition systems by embedding cardiorespiratory coupling”, Physiological Measurement, vol. 34, no. 4, 2013.
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, Citi, L., Lanata, A., Scilingo, E. P., and Barbieri, R., “A nonlinear heartbeat dynamics model approach for personalized emotion recognition”, in Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, 2013, pp. 2579–2582.
G. Valenza, Tedesco, L., Lanata, A., De Rossi, D., and Scilingo, E. P., “Novel Spiking Neuron-Astrocyte Networks based on NoNlinearTransistor-Like Models of Tripartite Synapses”, in Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13), Osaka, Japan, 2013.
2012
A. Greco, Lanata, A., Valenza, G., Rota, G., Vanello, N., and Scilingo, E. P., “On the deconvolution analysis of electrodermal activity in bipolar patients”, in Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, 2012, pp. 6691–6694.
G. Valenza, Allegrini, P., Lanata, A., and Scilingo, E. P., “Dominant Lyapunov exponent and approximate entropy in heart rate variability during emotional visual elicitation”, Frontiers in Neuroengineering, vol. 5, 2012.
A. Lanata, Valenza, G., and Scilingo, E. P., “Eye gaze patterns in emotional pictures”, Journal of Ambient Intelligence and Humanized Computing, pp. 1–11, 2012.

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