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Journal Article
A. Tognetti, Scilingo, E. P., Anania, G., Carbonaro, N., Lanata, A., Lorussi, F., Mazzei, D., Valenza, G., and De Rossi, D., “Wearable Systems for Brain body Reading and Mind Healing”, CYBER THERAPY AND REHABILITATION MAGAZINE, pp. 39–40, 2011.
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.
D. Zito, Pepe, D., Mincica, M., Zito, F., Tognetti, A., Lanata, A., and De Rossi, D., “SoC CMOS UWB Pulse Radar Sensor for Contactless Respiratory Rate Monitoring”, IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, vol. 5, pp. 503–510, 2011 [Online]. Available: http://dx.medra.org/10.1109/TBCAS.2011.2176937
G. Valenza, Lanata, A., and Scilingo, E. P., “The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition”, Affective Computing, IEEE Transactions on, vol. 3, pp. 237–249, 2012.
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)
A. Lanata, Valenza, G., Mancuso, C., and Scilingo, E. P., “Robust multiple cardiac arrhythmia detection through bispectrum analysis”, Expert Systems with Applications, vol. 38, pp. 6798–6804, 2011.
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.
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.
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)
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, Lanata, A., and Scilingo, E. P., “Oscillations of Heart Rate and Respiration Synchronize During Affective Visual Stimulation”, Information Technology in Biomedicine, IEEE Transactions on, vol. 16, pp. 683–690, 2012.
A. Lanata, Valenza, G., and Scilingo, E. P., “A novel EDA glove based on textile-integrated electrodes for affective computing”, Medical and Biological Engineering and Computing, pp. 1–10, 2012.
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, 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.
A. Betella, Zucca, R., Cetnarski, A., Greco, A., Lanata, A., Mazzei, D., Tognetti, A., Arsiwalla, X. D., Omedas, P., De Rossi, D., and Verschure, P., “Inference of Human Affective States from Psychophysiological Measurements Extracted under Ecologically Valid Conditions”, FRONTIERS IN NEUROSCIENCE, vol. 8, 2014.
G. Valenza, Lanata, A., and Scilingo, E. P., “Improving emotion recognition systems by embedding cardiorespiratory coupling”, Physiological Measurement, vol. 34, no. 4, 2013.
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, Valenza, G., and Scilingo, E. P., “Eye gaze patterns in emotional pictures”, Journal of Ambient Intelligence and Humanized Computing, pp. 1–11, 2012.
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.
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.
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. Greco, Valenza, G., Lanata, A., E.P., S., and Citi, L., “cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing”, IEEE Transactions on Biomedical Engineering, 2015. PDF icon [PDF] (323.26 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, 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)
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.
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.
D. Curone, Secco, E. L., Caldani, L., Lanata, A., Paradiso, R., Tognetti, A., and Magenes, G., “Assessment of Sensing Fire Fighters Uniforms for Physiological Parameter Measurement in Harsh Environment”, IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, vol. 16, pp. 501–511, 2012 [Online]. Available: http://dx.medra.org/10.1109/TITB.2011.2182615
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.
E. Nardini, Valenza, G., Mancuso, C., Armato, A., Lanata, A., Scilingo, E. P., and De Rossi, D., “074 EARLY EVALUATION OF THE CONNECTIONS BETWEEN AUTISM AND ALTERATIONS OF MOVEMENT”, Parkinsonism & Related Disorders, vol. 16, p. S22, 2010.
Conference Paper
P. Omedas, Betella, A., Zucca, R., Arsiwalla, X. D., Pacheco, D., Wagner, J., Lingenfelser, F., Mazzei, D., Lanata, A., Tognetti, A., Goldhoorn, A., Guerra, E., Alquìzar, R., Grau, A., Sanfeliu, A., De Rossi, D., André, E., and Verschure, P. F. M. J., “XIM-Engine: a software framework to support the development of interactive applications that uses conscious and unconscious reactions in immersive mixed reality”, in VIRTUAL REALITY INTERNATIONAL CONFERENCE, 2014.

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