US Patent App. 15/749,838

ER - TY - JOUR T1 - Instantaneous transfer entropy for the study of cardiovascular and cardiorespiratory nonstationary dynamics JF - IEEE Transactions on Biomedical Engineering Y1 - 2017 A1 - G. Valenza A1 - L. Faes A1 - L. Citi A1 - Orini, M. A1 - R. Barbieri VL - 65 UR - https://ieeexplore.ieee.org/abstract/document/8010795 ER - TY - CONF T1 - Muscle fatigue assessment through electrodermal activity analysis during isometric contraction T2 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS Y1 - 2017 A1 - A. Greco A1 - A. Guidi A1 - F. Felici A1 - A. Leo A1 - E. Ricciardi A1 - M. Bianchi A1 - A. Bicchi A1 - L. Citi A1 - G. Valenza A1 - E. P. Scilingo JF - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS ER - TY - JOUR T1 - Assessment of spontaneous cardiovascular oscillations in Parkinson's disease JF - Biomedical Signal Processing and Control Y1 - 2016 A1 - G. Valenza A1 - S. Orsolini A1 - S. Diciotti A1 - L. Citi A1 - E. P. Scilingo A1 - M. Guerrisi A1 - S. Danti A1 - C. Lucetti A1 - C. Tessa A1 - R. Barbieri KW - Bioengineering VL - 26 ER - TY - JOUR T1 - Inhomogeneous point-processes to instantaneously assess affective haptic perception through heartbeat dynamics information JF - Scientific reports Y1 - 2016 A1 - G. Valenza A1 - A. Greco A1 - L. Citi A1 - M. Bianchi A1 - R. Barbieri A1 - E. P. Scilingo KW - Bioengineering VL - 6 ER - TY - JOUR T1 - Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment JF - IEEE Journal of Biomedical and Health Informatics Y1 - 2015 A1 - G. Valenza A1 - L. Citi A1 - C. Gentili A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering VL - 19 ER - TY - JOUR T1 - cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing JF - IEEE Transactions on Biomedical Engineering Y1 - 2015 A1 - A. Greco A1 - G. Valenza A1 - A Lanata A1 - Scilingo E.P. A1 - L. Citi ER - TY - CONF T1 - Instantaneous transfer entropy for the study of cardio-respiratory dynamics T2 - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE Y1 - 2015 A1 - G. Valenza A1 - L. Faes A1 - L. Citi A1 - Orini, M. A1 - R. Barbieri KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE PB - IEEE ER - TY - CONF T1 - Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy T2 - Computing in Cardiology Conference (CinC), 2015 Y1 - 2015 A1 - Barbieri, R. A1 - G. Valenza A1 - L. Citi A1 - F. Placidi A1 - F. Izzi A1 - M. Albanese A1 - M. Marciani A1 - M. Guerrisi A1 - A. Romigi A1 - N. Toschi KW - Bioengineering JF - Computing in Cardiology Conference (CinC), 2015 PB - IEEE ER - TY - JOUR T1 - Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics JF - Frontiers in physiology Y1 - 2015 A1 - G. Valenza A1 - R. G. Garcia A1 - L. Citi A1 - E. P. Scilingo A1 - C. A. Tomaz A1 - R. Barbieri KW - Bioengineering VL - 6 ER - TY - CONF T1 - Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures T2 - Computers in Cardiology Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - Computers in Cardiology CY - Cambridge (MA, USA) VL - 41 N1 -Winner of a Mortara Fellowship

ER - TY - JOUR T1 - Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment JF - IEEE Journal of Biomedical and Health Informatics Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - C. Gentili A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering ER - TY - JOUR T1 - Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics JF - PLoS One Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - R. Barbieri KW - Bioengineering VL - 9 IS - 8 ER - TY - JOUR T1 - Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems JF - Physical Review E Y1 - 2014 A1 - G. Valenza A1 - Citi, L. A1 - E. P. Scilingo A1 - Barbieri, R. VL - 89 ER - TY - JOUR T1 - Instantaneous monitoring of heart beat dynamics during anesthesia and sedation JF - Journal of Computational Surgery Y1 - 2014 A1 - G. Valenza A1 - O. Akeju A1 - K. J. Pavone A1 - L. Citi A1 - K. E. Hartnack A1 - A. Sampson A1 - Purdon, P.L. A1 - Brown, E.N. A1 - R. Barbieri VL - 3 IS - 13 ER - TY - JOUR T1 - Point-Process Nonlinear Autonomic Assessment of Depressive States in Bipolar Patients JF - Methods of Information in Medicine Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - C. Gentili A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering VL - 53 IS - 4 N1 -invited

ER - TY - JOUR T1 - Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics JF - Nature Scientific Reports Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering VL - 4 IS - 4998 ER - TY - CONF T1 - Tracking Instantaneous Entropy in Heartbeat Dynamics through Inhomogeneous Point-Process Nonlinear Models T2 - 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Y1 - 2014 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ER - TY - CONF T1 - Increased Instability of Heartbeat Dynamics in Parkinson's Disease T2 - Computers in Cardiology Y1 - 2013 A1 - R. Barbieri A1 - L. Citi A1 - G. Valenza A1 - M. Guerrisi A1 - S. Orsolini A1 - C. Tessa A1 - S. Diciotti A1 - N. Toschi KW - Bioengineering JF - Computers in Cardiology ER - TY - CONF T1 - Instantaneous bispectral characterization of the autonomic nervous system through a point-process nonlinear model T2 - World Congress on Medical Physics and Biomedical Engineering Y1 - 2013 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - World Congress on Medical Physics and Biomedical Engineering PB - Springer Berlin Heidelberg CY - May 26-31, 2012, Beijing, China ER - TY - CONF T1 - Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models T2 - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE Y1 - 2013 A1 - G. Valenza A1 - L. Citi A1 - R. Barbieri KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE PB - IEEE ER - TY - CONF T1 - A nonlinear heartbeat dynamics model approach for personalized emotion recognition T2 - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE Y1 - 2013 A1 - G. Valenza A1 - L. Citi A1 - A Lanata A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE PB - IEEE ER - TY - JOUR T1 - Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics JF - IEEE Transactions on Signal Processing Y1 - 2013 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering VL - 61 IS - 11 ER - TY - CONF T1 - Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents T2 - 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Y1 - 2012 A1 - L. Citi A1 - G. Valenza A1 - R. Barbieri KW - Bioengineering JF - 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) PB - IEEE ER - TY - CONF T1 - Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent T2 - 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Y1 - 2012 A1 - L. Citi A1 - G. Valenza A1 - Purdon, P.L. A1 - Brown, E.N. A1 - R. Barbieri KW - Bioengineering JF - 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) PB - IEEE ER - TY - JOUR T1 - Tetravariate Point-Process Model for the Continuous Characterization of Cardiovascular-Respiratory Dynamics during Passive Postural Changes Y1 - 2012 A1 - Orini, M. A1 - G. Valenza A1 - L. Citi A1 - R. Barbieri KW - Bioengineering ER - TY - CONF T1 - Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study T2 - Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE Y1 - 2012 A1 - G. Valenza A1 - L. Citi A1 - E. P. Scilingo A1 - R. Barbieri KW - Bioengineering JF - Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE PB - IEEE ER -