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2015
M. Nardelli, Valenza, G., Greco, A., Lanata, A., and Scilingo, E., Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability, IEEE Transactions on Affective Computing, vol. 6, pp. 385–394, 2015.
A. Lanata, Guidi, A., Baragli, P., Paradiso, R., Valenza, G., and Scilingo, E. Pasquale, 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.
A. Lanata, Greco, A., Valenza, G., and Scilingo, E. Pasquale, 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. Pasquale, 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, 2015.
2014
G. Valenza, Lanata, A., Paradiso, R., and Scilingo, E. Pasquale, Advanced Technology Meets Mental Health: How smartphones, textile electronics, and signal processing can serve mental health monitoring, diagnosis, and treatment., IEEE pulse, vol. 5, pp. 56–59, 2014.
M. Nardelli, Valenza, G., Cristea, I. A., Gentili, C., Cotet, C., David, D., Lanata, A., and Scilingo, E. P., Characterization of behavioral activation in non-pathological subjects through Heart Rate Variability monovariate and multivariate multiscale entropy analysis, in Cardiovascular Oscillations (ESGCO), 2014 8th Conference of the European Study Group on, 2014.
G. Valenza, Nardelli, M., Bertschy, G., Lanata, A., and Scilingo, E. Pasquale, Complexity modulation in heart rate variability during pathological mental states of bipolar disorders, in Cardiovascular Oscillations (ESGCO), 2014 8th Conference of the European Study Group on, 2014.
M. Bianchi, Valenza, G., Serio, A., Lanata, A., Greco, A., Nardelli, M., Scilingo, E. Pasquale, and Bicchi, A., Design and preliminary affective characterization of a novel fabric-based tactile display, in Haptics Symposium (HAPTICS), 2014 IEEE, 2014.
A. Greco, Valenza, G., Lanata, A., Rota, G., and Scilingo, E. Pasquale, Electrodermal Activity in Bipolar Patients during Affective Elicitation, IEEE Journal of Biomedical and Health Informatics, vol. 18, pp. 1865–1873, 2014.
A. Greco, Lanata, A., Valenza, G., Scilingo, E. Pasquale, and Citi, L., Electrodermal activity processing: A convex optimization approach, in Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 2014.
G. Valenza, Nardelli, M., Bertschy, G., Lanata, A., Barbieri, R., and Scilingo, E. Pasquale, Maximal-radius multiscale entropy of cardiovascular variability: A promising biomarker of pathological mood states in bipolar disorders, in Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 2014.
A. Lanata, Greco, A., Valenza, G., and Scilingo, E. Pasquale, A pattern recognition approach based on electrodermal response for pathological mood identification in bipolar disorders, in Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, 2014.
G. Valenza, Citi, L., Lanata, A., Scilingo, E. Pasquale, and Barbieri, R., Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics, Scientific Reports, vol. 4, pp. 1–13, 2014.
M. Nardelli, Valenza, G., Gentili, C., Lanata, A., and Scilingo, E. Pasquale, Temporal trends of neuro-autonomic complexity during severe episodes of bipolar disorders, in Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 2014.
G. Valenza, Nardelli, M., Lanata, A., Gentili, C., Bertschy, G., Paradiso, R., and Scilingo, E. Pasquale, 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, vol. 18, pp. 1625–1635, 2014.
2013
A. Lanata, Valenza, G., and Scilingo, E. Pasquale, Eye gaze patterns in emotional pictures, Journal of Ambient Intelligence and Humanized Computing, vol. 4, pp. 705–715, 2013.
G. Valenza, Lanata, A., and Scilingo, E. Pasquale, Improving emotion recognition systems by embedding cardiorespiratory coupling, Physiological Measurement, vol. 34, p. 449, 2013.
G. Valenza, Citi, L., Gentili, C., Lanata, A., Scilingo, E. Pasquale, and Barbieri, R., Instantaneous Assessment of Depressive State in Bipolar Patients by Point-Process Nonlinear Models of Heartbeat Dynamics, Transactions of Japanese Society for Medical and Biological Engineering 生体医工学, vol. 51, p. M–113, 2013.
G. Valenza, Gentili, C., Lanata, A., and Scilingo, E. Pasquale, Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives, Artificial Intelligence In Medicine, vol. 57, pp. 49–58, 2013.
G. Valenza, Citi, L., Lanata, A., Scilingo, E. Pasquale, 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.
G. Valenza, Tedesco, L., Lanata, A., De Rossi, D., and Scilingo, E. Pasquale, Novel Spiking Neuron-Astrocyte Networks based on nonlinear transistor-like models of tripartite synapses, in Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, 2013.

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Computational Physiology & Biomedical Instruments Group, University of Pisa

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