@conference {3727, title = {Muscle fatigue assessment through electrodermal activity analysis during isometric contraction}, booktitle = {Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS}, year = {2017}, doi = {10.1109/EMBC.2017.8036846}, author = {A. Greco and A. Guidi and F. Felici and A. Leo and E. Ricciardi and M. Bianchi and A. Bicchi and L. Citi and G. Valenza and E. P. Scilingo} } @article {3246, title = {Assessment of spontaneous cardiovascular oscillations in Parkinson{\textquoteright}s disease}, journal = {Biomedical Signal Processing and Control}, volume = {26}, year = {2016}, pages = {80{\textendash}89}, keywords = {Bioengineering}, author = {G. Valenza and S. Orsolini and S. Diciotti and L. Citi and E. P. Scilingo and M. Guerrisi and S. Danti and C. Lucetti and C. Tessa and R. Barbieri} } @article {3255, title = {Inhomogeneous point-processes to instantaneously assess affective haptic perception through heartbeat dynamics information}, journal = {Scientific reports}, volume = {6}, year = {2016}, keywords = {Bioengineering}, author = {G. Valenza and A. Greco and L. Citi and M. Bianchi and R. Barbieri and E. P. Scilingo} } @article {3237, title = {Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment}, journal = {IEEE Journal of Biomedical and Health Informatics}, volume = {19}, year = {2015}, pages = {263{\textendash}274}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and C. Gentili and A Lanata and E. P. Scilingo and R. Barbieri} } @article {2489, title = {cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing}, journal = {IEEE Transactions on Biomedical Engineering}, year = {2015}, author = {A. Greco and G. Valenza and A Lanata and Scilingo E.P. and L. Citi} } @conference {3245, title = {Instantaneous transfer entropy for the study of cardio-respiratory dynamics}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE}, year = {2015}, pages = {7885{\textendash}7888}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and L. Faes and L. Citi and Orini, M. and R. Barbieri} } @conference {3247, title = {Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy}, booktitle = {Computing in Cardiology Conference (CinC), 2015}, year = {2015}, pages = {1037{\textendash}1040}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {Barbieri, R. and G. Valenza and L. Citi and F. Placidi and F. Izzi and M. Albanese and M. Marciani and M. Guerrisi and A. Romigi and N. Toschi} } @article {3239, title = {Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics}, journal = {Frontiers in physiology}, volume = {6}, year = {2015}, keywords = {Bioengineering}, author = {G. Valenza and R. G. Garcia and L. Citi and E. P. Scilingo and C. A. Tomaz and R. Barbieri} } @conference {2342, title = {Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures}, booktitle = {Computers in Cardiology}, volume = { 41}, year = {2014}, note = {

Winner of a Mortara Fellowship

}, pages = {489-492}, address = {Cambridge (MA, USA)}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and E. P. Scilingo and R. Barbieri} } @article {2145, title = {Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment}, journal = {IEEE Journal of Biomedical and Health Informatics}, year = {2014}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and C. Gentili and A Lanata and E. P. Scilingo and R. Barbieri} } @article {2340, title = {Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics}, journal = {PLoS One}, volume = {9}, year = {2014}, pages = {e105622}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and R. Barbieri} } @article {2247, title = {Instantaneous monitoring of heart beat dynamics during anesthesia and sedation}, journal = {Journal of Computational Surgery}, volume = {3}, year = {2014}, author = {G. Valenza and O. Akeju and K. J. Pavone and L. Citi and K. E. Hartnack and A. Sampson and Purdon, P.L. and Brown, E.N. and R. Barbieri} } @article {2341, title = {Point-Process Nonlinear Autonomic Assessment of Depressive States in Bipolar Patients}, journal = {Methods of Information in Medicine}, volume = {53}, year = {2014}, note = {

invited

}, pages = {296{\textendash}302}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and C. Gentili and A Lanata and E. P. Scilingo and R. Barbieri} } @article {2149, title = {Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics}, journal = {Nature Scientific Reports}, volume = {4}, year = {2014}, pages = {1{\textendash}13}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and A Lanata and E. P. Scilingo and R. Barbieri} } @conference {2343, title = {Tracking Instantaneous Entropy in Heartbeat Dynamics through Inhomogeneous Point-Process Nonlinear Models}, booktitle = {36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, year = {2014}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and E. P. Scilingo and R. Barbieri} } @conference {2144, title = {Increased Instability of Heartbeat Dynamics in Parkinson{\textquoteright}s Disease}, booktitle = {Computers in Cardiology}, year = {2013}, keywords = {Bioengineering}, author = {R. Barbieri and L. Citi and G. Valenza and M. Guerrisi and S. Orsolini and C. Tessa and S. Diciotti and N. Toschi} } @conference {2137, title = {Instantaneous bispectral characterization of the autonomic nervous system through a point-process nonlinear model}, booktitle = {World Congress on Medical Physics and Biomedical Engineering}, year = {2013}, pages = {530{\textendash}533}, publisher = {Springer Berlin Heidelberg}, organization = {Springer Berlin Heidelberg}, address = {May 26-31, 2012, Beijing, China}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and E. P. Scilingo and R. Barbieri} } @conference {2142, title = {Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE}, year = {2013}, pages = {6131{\textendash}6134}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and R. Barbieri} } @conference {2141, title = {A nonlinear heartbeat dynamics model approach for personalized emotion recognition}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE}, year = {2013}, pages = {2579{\textendash}2582}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and A Lanata and E. P. Scilingo and R. Barbieri} } @article {2139, title = {Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics}, journal = {IEEE Transactions on Signal Processing}, volume = {61}, year = {2013}, pages = {2914{\textendash}2926}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and E. P. Scilingo and R. Barbieri} } @conference {1483, title = {Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents}, booktitle = {2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, year = {2012}, pages = {13{\textendash}16}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {L. Citi and G. Valenza and R. Barbieri} } @conference {1486, title = {Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent}, booktitle = {2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, year = {2012}, pages = {3124{\textendash}3127}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {L. Citi and G. Valenza and Purdon, P.L. and Brown, E.N. and R. Barbieri} } @article {1485, title = {Tetravariate Point-Process Model for the Continuous Characterization of Cardiovascular-Respiratory Dynamics during Passive Postural Changes}, year = {2012}, keywords = {Bioengineering}, author = {Orini, M. and G. Valenza and L. Citi and R. Barbieri} } @conference {1481, title = {Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study}, booktitle = {Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE}, year = {2012}, pages = {29{\textendash}32}, publisher = {IEEE}, organization = {IEEE}, keywords = {Bioengineering}, author = {G. Valenza and L. Citi and E. P. Scilingo and R. Barbieri} }