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Conference Paper
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, 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., Wyller, V. B., and Barbieri, R., ECG-Derived Sympathetic and Parasympathetic Activity in the Healthy: an Early Lower-Body Negative Pressure Study Using Adaptive Kalman Prediction, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 5628–5631 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8513512
G. Valenza, Citi, L., Saul, J. P., and Barbieri, R., ECG-Derived Sympathetic and Parasympathetic Nervous System Dynamics: A Congestive Heart Failure Study, in 2018 Computing in Cardiology Conference (CinC), Maastricht, Netherlands, 2018, vol. 45, pp. 1–4 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8743960
V. Catrambone, Wendt, H., Scilingo, E. P., Barbieri, R., Abry, P., and Valenza, G., Heartbeat Dynamics Analysis under Cold-Pressure Test using Wavelet p-Leader Non-Gaussian Multiscale Expansions, in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berli, Germany, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8856653
R. Barbieri, Citi, L., Valenza, G., Guerrisi, M., Orsolini, S., Tessa, C., Diciotti, S., and Toschi, N., Increased Instability of Heartbeat Dynamics in Parkinson's Disease, in Computers in Cardiology, 2013.
J. Bolea, Valenza, G., Bailon, R., Pueyo, E., and Barbieri, R., Inhomogeneous HRV spectral complexity: a preliminary evaluation with gravitational stimuli under selective autonomic blockade, in 2018 Computing in Cardiology Conference (CinC), Maastricht, Netherlands, 2018, vol. 45, pp. 1–4 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8743782
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, 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.
L. Citi, Valenza, G., and Barbieri, R., Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents, in 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012, pp. 13–16.
G. Valenza, Citi, L., and Barbieri, R., Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models, in Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, 2013, pp. 6131–6134.
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.
S. Ghiasi, Greco, A., Nardelli, M., Catrambone, V., Barbieri, R., Scilingo, E. P., and Valenza, G., Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressor Test, in 2018 Computing in Cardiology Conference (CinC), Maastricht, Netherlands, 2018, vol. 45, pp. 1–4 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8743697
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, 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.
L. Citi, Valenza, G., Purdon, P. L., Brown, E. N., and Barbieri, R., Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent, in 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012, pp. 3124–3127.
S. Ghiasi, Greco, A., Nardelli, M., Catrambone, V., Barbieri, R., Scilingo, E. P., and Valenza, G., A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 3068–3071.
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.
S. Ghiasi, Greco, A., Faes, L., Javorka, M., Barbieri, R., Scilingo, E. P., and Valenza, G., Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept, in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, 41stst ed. [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8856461
G. Valenza, Duggento, A., Passamonti, L., Toschi, N., and Barbieri, R., Resting State Neural Correlates of Cardiac Sympathetic Dynamics in Healthy Subjects, in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 4330–4333 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8856978
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, Citi, L., Scilingo, E. P., and Barbieri, R., Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study, in Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, 2012, pp. 29–32.
V. Catrambone, Valenza, G., Scilingo, E. P., Vanello, N., Wendt, H., Barbieri, R., and Abry, P., Wavelet p-Leader Non-Gaussian Multiscale Expansions for EEG series: an Exploratory Study on Cold-Pressor Test, in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8856396/authors#authors
Journal Article
G. Valenza, Iozzia, L., Cerina, L., Mainardi, L., and Barbieri, R., Analysis of instantaneous linear, nonlinear and complex cardiovascular dynamics from videophotoplethysmography, Methods of information in medicine, vol. 57, pp. 135–140, 2018 [Online]. Available: https://www.thieme-connect.com/products/ejournals/abstract/10.3414/ME17-02-0013
S. Ghiasi, Greco, A., Barbieri, R., Scilingo, E. P., and Valenza, G., Assessing Autonomic function from electrodermal Activity and Heart Rate Variability During cold-pressor test and emotional challenge, Scientific Reports, vol. 10, pp. 1–13, 2020 [Online]. Available: https://www.nature.com/articles/s41598-020-62225-2
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, Sclocco, R., Duggento, A., Passamonti, L., Napadow, V., Barbieri, R., and Toschi, N., The central autonomic network at rest: Uncovering functional MRI correlates of time-varying autonomic outflow, Neuroimage, vol. 197, pp. 383–390, 2019 [Online]. Available: https://www.sciencedirect.com/science/article/abs/pii/S1053811919303672
C. Tessa, Toschi, N., Orsolini, S., Valenza, G., Lucetti, C., Barbieri, R., and Diciotti, S., Central modulation of parasympathetic outflow is impaired in de novo Parkinson's disease patients, PloS one, vol. 14, 2019 [Online]. Available: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6336270/
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.

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