%0 Journal Article %J Biomedical Signal Processing and Control %D 2016 %T Assessment of spontaneous cardiovascular oscillations in Parkinson's disease %A G. Valenza %A S. Orsolini %A S. Diciotti %A L. Citi %A E. P. Scilingo %A M. Guerrisi %A S. Danti %A C. Lucetti %A C. Tessa %A R. Barbieri %K Bioengineering %B Biomedical Signal Processing and Control %V 26 %P 80–89 %G eng %0 Journal Article %J Scientific reports %D 2016 %T Inhomogeneous point-processes to instantaneously assess affective haptic perception through heartbeat dynamics information %A G. Valenza %A A. Greco %A L. Citi %A M. Bianchi %A R. Barbieri %A E. P. Scilingo %K Bioengineering %B Scientific reports %V 6 %G eng %0 Journal Article %J Journal of Affective Disorders %D 2016 %T Relationship between cardiac vagal activity and mood congruent memory bias in major depression %A R. G. Garcia %A G. Valenza %A C. A. Tomaz %A R. Barbieri %K Bioengineering %B Journal of Affective Disorders %V 190 %P 19–25 %G eng %0 Conference Paper %B Computing in Cardiology Conference (CinC), 2015 %D 2015 %T Changes in instantaneous complex dynamics during exercise in Chronic Mountain Sickness %A G. Valenza %A F. Faita %A L. Pratali %A N. Vanello %A A Lanata %A R. Barbieri %A E. P. Scilingo %K Bioengineering %B Computing in Cardiology Conference (CinC), 2015 %I IEEE %P 997–1000 %0 Journal Article %J IEEE Journal of Biomedical and Health Informatics %D 2015 %T Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment %A G. Valenza %A L. Citi %A C. Gentili %A A Lanata %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B IEEE Journal of Biomedical and Health Informatics %V 19 %P 263–274 %G eng %0 Conference Paper %B Computing in Cardiology Conference (CinC) %D 2015 %T Instantaneous Bispectral Analysis of Heartbeat Dynamics for the Assessment of Major Depression %A R. G. Garcia %A G. Valenza %A C. A. Tomaz %A R. Barbieri %K Bioengineering %B Computing in Cardiology Conference (CinC) %0 Conference Paper %B Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE %D 2015 %T Instantaneous transfer entropy for the study of cardio-respiratory dynamics %A G. Valenza %A L. Faes %A L. Citi %A Orini, M. %A R. Barbieri %K Bioengineering %B Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE %I IEEE %P 7885–7888 %0 Conference Paper %B Computing in Cardiology Conference (CinC), 2015 %D 2015 %T Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy %A Barbieri, R. %A G. Valenza %A L. Citi %A F. Placidi %A F. Izzi %A M. Albanese %A M. Marciani %A M. Guerrisi %A A. Romigi %A N. Toschi %K Bioengineering %B Computing in Cardiology Conference (CinC), 2015 %I IEEE %P 1037–1040 %0 Journal Article %J Frontiers in physiology %D 2015 %T Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics %A G. Valenza %A R. G. Garcia %A L. Citi %A E. P. Scilingo %A C. A. Tomaz %A R. Barbieri %K Bioengineering %B Frontiers in physiology %V 6 %G eng %0 Conference Paper %B Computers in Cardiology %D 2014 %T Assessment of Dynamic Autonomic Changes with Posture using Instantaneous Entropy Measures %A G. Valenza %A L. Citi %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B Computers in Cardiology %C Cambridge (MA, USA) %V 41 %P 489-492 %0 Journal Article %J IEEE Journal of Biomedical and Health Informatics %D 2014 %T Characterization of Depressive States in Bipolar Patients using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment %A G. Valenza %A L. Citi %A C. Gentili %A A Lanata %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B IEEE Journal of Biomedical and Health Informatics %G eng %0 Journal Article %J PLoS One %D 2014 %T Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics %A G. Valenza %A L. Citi %A R. Barbieri %K Bioengineering %B PLoS One %V 9 %P e105622 %G eng %N 8 %0 Journal Article %J Physical Review E %D 2014 %T Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems %A G. Valenza %A Citi, L. %A E. P. Scilingo %A Barbieri, R. %B Physical Review E %V 89 %G eng %0 Journal Article %J Journal of Computational Surgery %D 2014 %T Instantaneous monitoring of heart beat dynamics during anesthesia and sedation %A G. Valenza %A O. Akeju %A K. J. Pavone %A L. Citi %A K. E. Hartnack %A A. Sampson %A Purdon, P.L. %A Brown, E.N. %A R. Barbieri %B Journal of Computational Surgery %V 3 %G eng %N 13 %0 Conference Paper %B 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) %D 2014 %T Maximal-Radius Multiscale Entropy of Cardiovascular Variability: A Promising Biomarker of Pathological Mood States in Bipolar Disorders %A G. Valenza %A M. Nardelli %A G. Bertschy %A A Lanata %A R. Barbieri %A E. P. Scilingo %K Bioengineering %B 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) %0 Journal Article %J Methods of Information in Medicine %D 2014 %T Point-Process Nonlinear Autonomic Assessment of Depressive States in Bipolar Patients %A G. Valenza %A L. Citi %A C. Gentili %A A Lanata %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B Methods of Information in Medicine %V 53 %P 296–302 %G eng %N 4 %0 Journal Article %J Nature Scientific Reports %D 2014 %T Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics %A G. Valenza %A L. Citi %A A Lanata %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B Nature Scientific Reports %V 4 %P 1–13 %G eng %N 4998 %0 Conference Paper %B 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) %D 2014 %T Tracking Instantaneous Entropy in Heartbeat Dynamics through Inhomogeneous Point-Process Nonlinear Models %A G. Valenza %A L. Citi %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) %G eng %0 Conference Paper %B Computers in Cardiology %D 2013 %T Increased Instability of Heartbeat Dynamics in Parkinson's Disease %A R. Barbieri %A L. Citi %A G. Valenza %A M. Guerrisi %A S. Orsolini %A C. Tessa %A S. Diciotti %A N. Toschi %K Bioengineering %B Computers in Cardiology %0 Conference Paper %B World Congress on Medical Physics and Biomedical Engineering %D 2013 %T Instantaneous bispectral characterization of the autonomic nervous system through a point-process nonlinear model %A G. Valenza %A L. Citi %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B World Congress on Medical Physics and Biomedical Engineering %I Springer Berlin Heidelberg %C May 26-31, 2012, Beijing, China %P 530–533 %0 Conference Paper %B Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE %D 2013 %T Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models %A G. Valenza %A L. Citi %A R. Barbieri %K Bioengineering %B Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE %I IEEE %P 6131–6134 %0 Conference Paper %B Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE %D 2013 %T A nonlinear heartbeat dynamics model approach for personalized emotion recognition %A G. Valenza %A L. Citi %A A Lanata %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE %I IEEE %P 2579–2582 %0 Journal Article %J IEEE Transactions on Signal Processing %D 2013 %T Point-Process Nonlinear Models with Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics %A G. Valenza %A L. Citi %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B IEEE Transactions on Signal Processing %V 61 %P 2914–2926 %G eng %N 11 %0 Conference Paper %B 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) %D 2012 %T Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents %A L. Citi %A G. Valenza %A R. Barbieri %K Bioengineering %B 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) %I IEEE %P 13–16 %G eng %0 Conference Paper %B 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) %D 2012 %T Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent %A L. Citi %A G. Valenza %A Purdon, P.L. %A Brown, E.N. %A R. Barbieri %K Bioengineering %B 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) %I IEEE %P 3124–3127 %G eng %0 Journal Article %D 2012 %T Tetravariate Point-Process Model for the Continuous Characterization of Cardiovascular-Respiratory Dynamics during Passive Postural Changes %A Orini, M. %A G. Valenza %A L. Citi %A R. Barbieri %K Bioengineering %G eng %0 Conference Paper %B Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE %D 2012 %T Using Laguerre expansion within point-process models of heartbeat dynamics: A comparative study %A G. Valenza %A L. Citi %A E. P. Scilingo %A R. Barbieri %K Bioengineering %B Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE %I IEEE %P 29–32 %G eng