@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 {3241,
	title = {Relationship between cardiac vagal activity and mood congruent memory bias in major depression},
	journal = {Journal of Affective Disorders},
	volume = {190},
	year = {2016},
	pages = {19{\textendash}25},
	keywords = {Bioengineering},
	author = {R. G. Garcia and G. Valenza and C. A. Tomaz and R. Barbieri}
}
@conference {3248,
	title = {Changes in instantaneous complex dynamics during exercise in Chronic Mountain Sickness},
	booktitle = {Computing in Cardiology Conference (CinC), 2015},
	year = {2015},
	pages = {997{\textendash}1000},
	publisher = {IEEE},
	organization = {IEEE},
	keywords = {Bioengineering},
	author = {G. Valenza and F. Faita and L. Pratali and N. Vanello and A Lanata 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}
}
@conference {3251,
	title = {Instantaneous Bispectral Analysis of Heartbeat Dynamics for the Assessment of Major Depression},
	booktitle = {Computing in Cardiology Conference (CinC)},
	year = {2015},
	keywords = {Bioengineering},
	author = {R. G. Garcia and G. Valenza and C. A. Tomaz and R. Barbieri}
}
@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 = {<p>Winner of a Mortara Fellowship</p>
},
	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}
}
@conference {2344,
	title = {Maximal-Radius Multiscale Entropy of Cardiovascular Variability: A Promising Biomarker of Pathological Mood States in Bipolar Disorders},
	booktitle = {36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
	year = {2014},
	keywords = {Bioengineering},
	author = {G. Valenza and M. Nardelli and G. Bertschy and A Lanata and R. Barbieri and E. P. Scilingo}
}
@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 = {<p>invited</p>
},
	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}
}
