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2016
G. Valenza, Orsolini, S., Diciotti, S., Citi, L., Scilingo, E. P., Guerrisi, M., Danti, S., Lucetti, C., Tessa, C., and Barbieri, R., “Assessment of spontaneous cardiovascular oscillations in Parkinson's disease”, Biomedical Signal Processing and Control, vol. 26, pp. 80–89, 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.
S. Rossi, Santarnecchi, E., Valenza, G., and Ulivelli, M., “The heart side of brain neuromodulation”, Phil. Trans. R. Soc. A, vol. 374, p. 20150187, 2016.
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.
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.
R. G. Garcia, Valenza, G., Tomaz, C. A., and Barbieri, R., “Relationship between cardiac vagal activity and mood congruent memory bias in major depression”, Journal of Affective Disorders, vol. 190, pp. 19–25, 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 and Scilingo, E. P., Autonomic Nervous System Dynamics for Mood and Emotional-State Recognition [electronic resource]: Significant Advances in Data Acquisition, Signal Processing and Classification. Springer, 2015.
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)
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, 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.
R. Barbieri, Valenza, G., Citi, L., Placidi, F., Izzi, F., Albanese, M., Marciani, M., Guerrisi, M., Romigi, A., and Toschi, N., “Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy”, in Computing in Cardiology Conference (CinC), 2015, 2015, pp. 1037–1040.
G. Valenza, Garcia, R. G., Citi, L., Scilingo, E. P., Tomaz, C. A., and Barbieri, R., “Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics”, Frontiers in physiology, vol. 6, 2015.
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., Scilingo, E. P., and Barbieri, R., “Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures”, in Computers in Cardiology, Cambridge (MA, USA), 2014, vol. 41, pp. 489-492.
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, Citi, L., and Barbieri, R., “Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics”, PLoS One, vol. 9, no. 8, p. e105622, 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.

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