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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.
E. Battaglia, Bianchi, M., D'Angelo, M. L., D'Imperio, M., Cannella, F., Scilingo, E. P., and Bicchi, A., A Finite Element Model of Tactile Flow for Softness Perception, in 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2015), Milano, Italy, August 25th-29th, 2015, 2015, pp. 2430 - 2433 [Online]. Available: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7318884PDF icon [PDF] (953.46 KB)
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)
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.
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)
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.
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)
A. Greco, Valenza, G., Lanata, A., Rota, G., and Scilingo, E. P., Electrodermal Activity in Bipolar Patients during Affective Elicitation, IEEE Journal of Biomedical and Health Informatics, vol. 18, no. 6, pp. 1865-1873, 2014.
M. Bianchi, Serio, A., Scilingo, E. P., and Bicchi, A., A Fabric-based Approach for Softness Rendering, in Multisensory Softness: Perceived Compliance from Multiple Sources of Information, vol. Springer Series on Touch and Haptic Systems, Springer-Verlag, 2014, pp. 219 - 240 [Online]. Available: http://link.springer.com/chapter/10.1007%2F978-1-4471-6533-0_11PDF icon [PDF] (20.39 MB)
G. Valenza, Citi, L., Scilingo, E. P., and Barbieri, R., Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems, Physical Review E, vol. 89, 2014. PDF icon 2014_valenza_et_al_pre_ipapen2.pdf (1.21 MB)
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, Citi, L., Scilingo, E. P., and Barbieri, R., Tracking Instantaneous Entropy in Heartbeat Dynamics through Inhomogeneous Point-Process Nonlinear Models, in 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 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
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, Citi, L., Scilingo, E. P., and Barbieri, R., Instantaneous bispectral characterization of the autonomic nervous system through a point-process nonlinear model, in World Congress on Medical Physics and Biomedical Engineering, May 26-31, 2012, Beijing, China, 2013, pp. 530–533.
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.

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