Riccardo Barbieri è Professore Associato di Bioingegneria (ING-INF/06) al Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano
Ha conseguito la laurea in Ingegneria Elettronica (1992, Sapienza Universita’ di Roma) e il dottorato di ricerca in Ingegneria Biomedica (1998, Boston University, Boston, MA USA). Tra 1998 ed il 2007 è stato ricercatore, e tra il 2007 e 2015 Assistente Professore, presso il Massachusetts General Hospital, Harvard Medical School. Dal 2015 e’ Professore associato presso il Politecnico di Milano. La sua attività scientifica si inquadra nella ricerca metodologica e applicata mediante elaborazione di segnali neurofisiologici e cardiovascolari, incluso lo sviluppo di modelli asse cuore-cervello per scopi diagnostici/predittivi in campo clinico.
Il Professor Barbieri e’ considerato un esperto internazionale nel campo delle Neuroscienze e in Elaborazione di Segnali del Sistema Cardiovascolare. E' coautore di 194 articoli su rivista internazionale e contributi a conferenza, con piu di 3300 citazioni. E' stato Principal Investigator (PI) di progetti finanziati dal National Institute of Health (NIH) e ha partecipato a numerosi progetti nazionali e internazionali. In qualità di esperto di Segnali Neurali e Cardiovascolari e’ stato relatore invitato/keynote in diverse conferenze internazionali. E' attualmente Editor-in-Chief della IEEE EMB international conference board.
Insegna nella laurea magistrale in Bioingegneria, Politecnico di Milano: Bioengineering of Neurosensory Systems – 5 CFU; Advanced Data and Signal Processing in Medicine - 5 CFU.
E' membro del Collegio dei docenti del Corso di dottorato in Automatica, bioingegneria e ricerca operativa di Sapienza Università di Roma
E' stato relatore di oltre 30 tesi di laurea magistrale e 3 tesi di dottorato.
SELEZIONE PUBBLICAZIONI
1. Barbieri R, Waldmann RA, Di Virgilio V, Triedman JK, Bianchi AM, Cerutti S, Saul JP. Continuous quantification of baroreflex and respiratory control of heart rate by use of bivariate autoregressive techniques. Annals of Noninvasive Electrocardiology; 3:264-77, 1996.
2. Di Virgilio V, Barbieri R, Mainardi LT, Strano S, Cerutti S. A multivariate time-variant AR method for the analysis of heart rate and arterial blood pressure. Med Eng Phys. 1997 Mar;19(2):109-24. PubMed PMID: 9203145.
3. Mainardi LT, Bianchi AM, Furlan R, Piazza S, Barbieri R, Di Virgilio V, Malliani A, Cerutti S. Multivariate time-variant identification of cardiovascular variability signals: a beat-to-beat spectral parameter estimation in vasovagal syncope. IEEE Trans Biomed Eng. 1997 Oct;44(10):978-89. PubMed PMID: 9311167.
4. Barbieri R, Bianchi AM, Triedman JK, Mainardi LT, Cerutti S, Saul JP. Model dependency of multivariate autoregressive spectral analysis: quantifying cardiovascular control using bivariate and trivariate models. IEEE Eng Med Biol Mag. 1997 Sep-Oct;16(5):74-85. PubMed PMID: 9313084.
5. Barbieri R, Quirk MC, Frank LM, Wilson MA, Brown EN. A time-dependent analysis of spatial information encoding in the rat hippocampus. Neurocomputing 2000;32-33:629-635.
6. Barbieri R, Quirk MC, Frank LM, Wilson MA, Brown EN. Construction and analysis of non-Poisson stimulus-response models of neural spike train activity. J Neurosci Methods. 2001 Jan 30;105(1):25-37. PubMed PMID: 11166363.
7. Barbieri R, Quirk MC, Frank LM, Wilson MA, Brown EN. Diagnostic methods for statistical models of place cell spiking activity. Neurocomputing 2001;38:1087-1093.
8. Barbieri R, Frank LM, Quirk MC, Solo V, Wilson MA, Brown EN. Construction and analysis of non-gaussian place field models of neural spiking activity. Neurocomputing; 44-46:309-314, 2002.
9. Barbieri R, Parati G, Saul JP. Closed vs. open loop assessment of the heart rate baroreflex. IEEE Eng Med Biol Mag. 2001 Mar-Apr;20(2):33-42. PubMed PMID: 11321718.
10. Brown EN, Barbieri R, Ventura V, Kass RE, Frank LM. The time-rescaling theorem and its application to neural spike train data analysis. Neural Comput. 2002 Feb;14(2):325-46. PubMed PMID: 11802915
11. Barbieri R, Triedman JK, Saul JP. Heart rate control and mechanical cardiopulmonary coupling to assess central volume: a systems analysis. Am J Physiol Regul Integr Comp Physiol. 2002 Nov;283(5):R1210-20. PubMed PMID: 12376415.
12. Barbieri R, Frank LM, Nguyen DP, Quirk MC, Solo V, Wilson MA, Brown EN. Dynamic analyses of information encoding in neural ensembles. Neural Comput. 2004 Feb;16(2):277-307. PubMed PMID: 15006097.
13. Eden UT, Frank LM, Barbieri R, Solo V, Brown EN. Dynamic analysis of neural encoding by point process adaptive filtering. Neural Comput. 2004 May;16(5):971-98. PubMed PMID: 15070506.
14. Barbieri R, Matten EC, Alabi AA, Brown EN. A point process model of human heart rate intervals: new definitions of heart rate and heart rate variability. Am J Physiol Heart Circ Physiol. 2005 Jan;288(1):H424-35. Epub 2004 Sep 16. PubMed PMID: 15374824.
15. Carrington MJ, Barbieri R, Colrain IM, Crowley KE, Kim Y, Trinder J. Changes in cardiovascular function during the sleep onset period in young adults. J Appl Physiol. 2005 Feb;98(2):468-76. Epub 2004 Sep 24. PubMed PMID: 15448124.
16. Barbieri R, Frank LM, Wilson MA, Brown EN. An analysis of hippocampal spatio-temporal representations using a Bayesian algorithm for neural spike train decoding. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2005 Jun;13(2):131-6. PubMed PMID: 16003890.
17. Barbieri R, Brown EN. Analysis of heart dynamics by point process adaptive filtering. IEEE Trans Biomed Eng. 2006 Jan;53(1):4-12. PubMed PMID:16402597.
18. Ergǘn A, Barbieri R, Eden UT, Wilson MA, Brown EN. Construction of point process adaptive filter algorithms for neural systems using sequential Monte Carlo methods. IEEE Trans Biomed Eng. 2007 Mar;54(3):419-28. PubMed PMID:17355053.
19. Wyller VB, Barbieri R, Thaulow E, Saul JP. Enhanced vagal withdrawal during mild orthostatic stress in adolescents with chronic fatigue. Ann Noninvasive Electrocardiol. 2008 Jan;13(1):67-73. PubMed PMID: 18234008.
20. Barbieri R, Brown EN. Application of dynamic point process models to cardiovascular control. Biosystems. 2008 Jul-Aug;93(1-2):120-5. Epub 2008 Apr 26. PubMed PMID: 18515000; PubMed Central PMCID: PMC2561955.
21. Napadow V, Dhond R, Conti G, Makris N, Brown EN, Barbieri R. Brain correlates of autonomic modulation: combining heart rate variability with fMRI. Neuroimage. 2008 Aug 1;42(1):169-77. Epub 2008 Apr 30. PubMed PMID: 18524629; PubMed Central PMCID: PMC2603289.
22. Wyller VB, Saul JP, Barbieri R, de Lange C, Hopp E, Norum IB, Thaulow E. Autonomic heart rate control at rest and during unloading of the right ventricle in repaired tetralogy of Fallot in adolescents. Am J Cardiol. 2008 Oct 15;102(8):1085-9. Epub 2008 Jul 31. PubMed PMID: 18929714; PubMed Central PMCID: PMC2645862.
23. Chen Z, Brown E, Barbieri R. Assessment of autonomic control and respiratory sinus arrhythmia using point process models of human heart beat dynamics. IEEE Trans Biomed Eng. 2009 Jul;56(7):1791-802. Epub 2009 Mar 4. PubMed PMID: 19272971. PubMed Central PMCID: PMC2804879.
24. Chen Z, Vijayan S, Barbieri R, Wilson MA, Brown EN. Discrete- and continuous-time probabilistic models and algorithms for inferring neuronal UP and DOWN states. Neural Comput. 2009 Jul;21(7):1797-1862. Epub Mar 26. PubMed PMID:19323637. PubMed Central PMCID: PMC2799196.
25. Nguyen DP, Kloosterman F, Barbieri R, Brown EN, Wilson MA. Characterizing the dynamic frequency structure of fast oscillations in the rodent hippocampus. Front Integr Neurosci. 2009;3:11. Epub 2009 Jun 10. PubMed PMID: 19562084. PubMed Central PMCID: PMC2701674
26. Nguyen DP, Wilson MA, Brown EN, Barbieri R. Measuring instantaneous frequency of local field potential oscillations using the Kalman smoother. J Neurosci Methods 2009 Nov 15;184(2):365-74. Epub 2009 Aug 21. PubMed PMID: 19699763. PubMed Central PMCID: PMC2767386.
27. Chen Z, Brown E, Barbieri R. Characterizing nonlinear heartbeat dynamics within a point process framework. IEEE Trans Biomed Eng. 2010 Jun;57(6):1335-47. Epub 2010 Feb 17. PubMed PMID: 20172783. PubMed Central PMCID: PMC2952361.
28. Chen Z, Putrino D, Ghosh S, Barbieri R, Brown E. Statistical inference for assessing functional connectivity of neuronal ensembles with sparse spiking data. IEEE Trans Neural Syst Rehabil Eng. 2011 Apr;19(2):121-35. Epub 2010 Oct 11. PubMed PMID: 20937583; PubMed Central PMCID: PMC3044782.
29. Chen Z, Purdon PL, Harrell G, Pierce ET, Walsh J, Brown EN, Barbieri R. Dynamic assessment of baroreflex control of heart rate during induction of propofol anesthesia using a point process method. Ann Biomed Eng. 2011 Jan;39(1):260-76. Epub 2010 Oct 13. PubMed PMID: 20945159. PubMed Central PMCID: PMC3010293.
30. Wyller VB, Barbieri R, Saul JP. Blood pressure variability and closed-loop baroreflex assessment in adolescent chronic fatigue syndrome during supine rest and orthostatic stress. Eur J Appl Physiol. 2011 Mar;111(3):497-507. Epub 2010 Oct 2. PubMed PMID: 20890710. PubMed Central PMCID: PMC3037975.
31. LaCount LT, Barbieri R, Park K, Kim J, Brown EN, Kuo B, Napadow V. Static and dynamic autonomic response with increasing nausea perception. Aviat Space Environ Med. 2011 Apr; 82(4): 424-33. PubMed PMID: 21485400. PubMed Central PMCID: PMC3137518.
32. Indic P, Bloch-Salisbury E, Bednarek F, Brown EN, Paydarfar D, Barbieri R. Assessment of cardio-respiratory interactions in preterm infants by bivariate autoregressive modeling and surrogate data analysis. Early Hum Dev. 2011 Jul;87(7):477-87. doi: 10.1016/j.earlhumdev.2011.04.001. Epub 2011 Apr 20. PubMed PMID: 21511413. PubMed Central PMCID: PMC3114161.
33. Kodituwakku S, Lazar SW, Indic P, Chen Z, Brown EN, Barbieri R. Point process time-frequency analysis of dynamic respiratory patterns during meditation practice. Med Biol Eng Comput. 2012 Mar;50(3):261-75. Epub 2012 Feb 21. DOI: 10.1007/s11517-012-0866-z. PubMed PMID: 22350435. PubMed Central PMCID: PMC3341131.
34. Chen Z, Purdon PL, Brown EN, Barbieri R. A Unified point process probabilistic framework to assess heartbeat dynamics and autonomic cardiovascular control. Frontiers in Computational Physiology and Medicine. 2012; DOI: 10.3389/fphys.2012.00004. PMID:22375120. PMCID: PMC3269663.
35. Citi L, Brown EN, Barbieri R. A real-time automated point-process method for the detection and correction of erroneous and ectopic heartbeats. IEEE Trans Biomed Eng. 2012 Oct;59(10):2828-37. Epub 2012 Aug 2. PubMed PMID: 22875239; PubMed Central PMCID: PMC3523127.
36. Orini M, Bailon R, Laguna P, Mainardi LT, Barbieri R. A multivariate time-frequency method to characterize the influence of respiration over heart period and arterial pressure. EURASIP Journal on Advances in Signal Processing 2012, 2012:214. http://asp.eurasipjournals.com/content/2012/1/214. doi:10.1186/1687-6180-2012-214.
37. Napadow V, Lee J, Kim J, Cina S, Maeda Y, Barbieri R, Harris RE, Kettner N, Park K. Brain correlates of phasic autonomic response to acupuncture stimulation: An event-related fMRI study. Hum Brain Mapp. 2013 Oct;34(10):2592-606. doi: 10.1002/hbm.22091. Epub 2012 Apr 14. PubMed PMID: 22504841. PMCID: PMC3646924.
38. Indic P, Paydarfar D, Barbieri R. Point process modeling of inter-breath interval: a new approach for the assessment of instability of breathing in neonates. IEEE Trans Biomed Eng. 2013 Oct;60(10):2858-66. doi: 10.1109/TBME.2013.2264162. Epub 2013 May 31. PMID: 23739777.
39. Valenza G, Citi L, Scilingo EP, Barbieri R. Point-process nonlinear models with Laguerre and Volterra expansions: instantaneous assessment of heartbeat dynamics. IEEE Transactions on Signal Processing 2013. 61(11).
40. Onorati F, Barbieri R, Mauri M, Russo V, Mainardi L. Characterization of affective states by pupillary dynamics and autonomic correlates. Front Neuroeng. 2013 Nov 6;6:9. doi: 10.3389/fneng.2013.00009. PubMed PMID:24223553; PubMed Central PMCID: PMC3818468.
41. Citi L, Ba D, Brown EN, Barbieri R. Likelihood Methods for Point Processes with Refractoriness. Neural Computation. 2014 Feb;26(2):237-63. doi: 10.1162/NECO_a_00548. Epub 2013 Nov 8. PMID: 24206384.
42. Valenza G, Citi L, Lanata’ A, Scilingo EP, Barbieri R. Revealing real-time emotional responses: A personalized assessment based on heartbeat dynamics. Nature: Sci Rep. 2014 May 21;4:4998. doi: 10.1038/srep04998. PMID: 24845973. PMCID: PMC4028901.
43. Valenza G, Citi L, Gentili C, Lanata’ A, Scilingo EP, Barbieri R. Point-process Nonlinear Autonomic Assessment of Depressive States in Bipolar Patients. Methods Inf Med. 2014 Aug 11;53(4):296-302. doi: 10.3414/ME13-02-0036. Epub 2014 Jun 27. PMID: 24970591
44. Sclocco R, Kim J, Garcia RG, Sheehan JD, Beissner F, Bianchi AM, Cerutti S, Napadow V, Barbieri R. Brain Circuitry Supporting Multi-Organ Autonomic Outflow in Response to Nausea. Cerebral Cortex 2014; doi: 10.1093/cercor/bhu172. PMID: 25115821.
45. Valenza G, Citi L, Barbieri R. Estimation of Instantaneous Complex Dynamics through Lyapunov Exponents: A Study on Heartbeat Dynamics. PLoS One. 2014 Aug 29;9(8):e105622. doi: 10.1371/journal.pone.0105622. e. PMID: 25170911. PMCID: PMC4149483.
46. Valenza G, Citi L, Scilingo EP, Barbieri R. Inhomogeneous point-process entropy: An instantaneous measure of complexity in discrete systems. Physical Review E 2014 May 9; 89, 052803. DOI: http://dx.doi.org/10.1103/PhysRevE.89.052803. PMID: 25353840.
47. Valenza G, Oluwaseun Akeju, Pavone KJ, Citi L, Hartnack KE, Sampson A, Purdon PL, Brown EN, Barbieri R. Instantaneous monitoring of heart beat dynamics during anesthesia and sedation. Journal of Computational Surgery. 2014 3:13. DOI: 10.1186/s40244-014-0013-2.
48. Valenza G, Citi L, Gentili C, Lanata’ A, Scilingo EP, 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. 2015 Jan;19(1):263-74. doi: 10.1109/JBHI.2014.2307584. PMID: 25561449.
49. Valenza G, Garcia R, Citi L, Scilingo EP, Tomaz C, Barbieri R. Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics. Front. Physiol., 2015 Mar 13;6:74. doi: 10.3389/fphys.2015.00074. eCollection 2015. PMID: 25821435. PMCID: PMC4358071.
50. Kim J, Loggia ML, Cahalan CM, Harris RE, Beissner F, Garcia RG, Kim H, Barbieri R, Wasan AD, Edwards RR, Napadow V. The somatosensory link in fibromyalgia: functional connectivity of the primary somatosensory cortex is altered by sustained pain and is associated with clinical/autonomic dysfunction. Arthritis Rheumatol. 2015 May;67(5):1395-405. doi: 10.1002/art.39043. PMID: 25622796.
51. Garcia RG, Valenza G, Tomaz C, Barbieri R. Relationship between cardiac vagal activity and mood congruent memory bias in major depression. J Affect Disord. 2016 Jan 15;190:19-25. doi: 10.1016/j.jad.2015.09.075. Epub 2015 Oct 13. PMID: 26480207.
52. Sclocco, R., Kim, J., Garcia, R.G., Sheehan, J.D., Beissner, F., Bianchi, A.M., Cerutti, S., Kuo, B., Barbieri, R., Napadow, V. Brain Circuitry Supporting Multi-Organ Autonomic Outflow in Response to Nausea. Cerebral Cortex, 2016 26 (2), pp. 485-497. DOI: 10.1093/cercor/bhu172
53. Onorati, F., Mainardi, L.T., Sirca, F., Russo, V., Barbieri, R. Nonlinear analysis of pupillary dynamics. Biomedizinische Technik, 2016 61 (1), pp. 95-106. DOI: 10.1515/bmt-2015-0027. (Epub 2015 Aug 6. pii: /j/bmte.ahead-of-print/bmt-2015-0027/bmt-2015-0027.xml.). PMID: 26351899.
54. Duggento, A., Bianciardi, M., Passamonti, L., Wald, L.L., Guerrisi, M., Barbieri, R., Toschi, N. Globally conditioned Granger causality in brain-brain and brain-heart interactions: A combined heart rate variability/ultra-high-field (7 T) functional magnetic resonance imaging study. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2016 374 (2067), DOI: 10.1098/rsta.2015.0185. PMID: 27044985.
55. Valenza, G., Toschi, N., Barbieri, R. Uncovering brain-heart information through advanced signal and image processing. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2016 374 (2067), DOI: 10.1098/rsta.2016.0020. PMID: 27044995. PMCID: PMC4822450.
56. Sclocco, R., Beissner, F., Desbordes, G., Polimeni, J.R., Wald, L.L., Kettner, N.W., Kim, J., Garcia, R.G., Renvall, V., Bianchi, A.M., Cerutti, S., Napadow, V., Barbieri, R. Neuroimaging brainstem circuitry supporting cardiovagal response to pain: A combined heart rate variability/ultrahigh-field (7 T) functional magnetic resonance imaging study. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2016 374 (2067), DOI: 10.1098/rsta.2015.0189. PMID: 27044996.
57. Valenza, G., Orsolini, S., Diciotti, S., Citi, L., Scilingo, E.P., Guerrisi, M., Danti, S., Lucetti, C., Tessa, C., Barbieri, R.*, Toschi, N*. Assessment of spontaneous cardiovascular oscillations in Parkinson's disease. Biomedical Signal Processing and Control, 2016 26, pp. 80-89. DOI: 10.1016/j.bspc.2015.12.001
58. Valenza, G., Greco, A., Citi, L., Bianchi, M., Barbieri, R., Scilingo, E.P. Inhomogeneous Point-Processes to Instantaneously Assess Affective Haptic Perception through Heartbeat Dynamics Information. Scientific Reports, 2016, 6, art. no. 28567
59. Tacchino G, Gandolla M, Coelli S, Barbieri R, Pedrocchi A, Bianchi AM. EEG Analysis During Active and Assisted Repetitive Movements: Evidence for Differences in Neural Engagement. IEEE Trans Neural Syst Rehabil Eng. 2016 Aug 2. [Epub ahead of print] PMID: 27529874
60. Gee AH, Barbieri R, Paydarfar D, Indic P. Predicting Bradycardia in Preterm Infants Using Point Process Analysis of Heart Rate. IEEE Trans Biomed Eng. 2016 Nov 24. [Epub ahead of print] PMID: 27898379
61. Toschi N, Kim J, Sclocco R, Duggento A, Barbieri R, Kuo B, Napadow V. Motion sickness increases functional connectivity between visual motion and nausea-associated brain regions. Auton Neurosci. 2017 Jan;202:108-113. doi: 10.1016/j.autneu.2016.10.003. Epub 2016 Oct 17. PMID: 28245927
62. Valenza G, Citi L, Garcia RG, Taylor JN, Toschi N, Barbieri R. Complexity Variability Assessment of Nonlinear Time-Varying Cardiovascular Control. Sci Rep. 2017 Feb 20;7:42779. doi: 10.1038/srep42779. PMID: 28218249
63. Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi SA, Akeju O, Barbieri R, Purdon PL, Westover MB. Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability. Crit Care Med. 2017 Jul;45(7):e683-e690. doi: 10.1097/CCM.0000000000002364. PMID: 28441231
64. Garcia RG, Lin RL, Lee J, Kim J, Barbieri R, Sclocco R, Wasan AD, Edwards RR, Rosen BR, Hadjikhani N, Napadow V. Modulation of brainstem activity and connectivity by respiratory-gated auricular vagal afferent nerve stimulation in migraine patients. Pain. 2017 Aug;158(8):1461-1472. doi: 10.1097/j.pain.0000000000000930. PMID: 28541256
65. Valenza G, Faes L, Citi L, Orini M, Barbieri R. Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics. IEEE Trans Biomed Eng. 2017 Aug 15. doi: 10.1109/TBME.2017.2740259. [Epub ahead of print] PMID:28816654
66. Coelli S, Barbieri R, Reni G, Zucca C, Bianchi AM. EEG indices correlate with sustained attention performance in patients affected by diffuse axonal injury. Med Biol Eng Comput. Med Biol Eng Comput. 2018 Jun;56(6):991-1001. doi: 10.1007/s11517-017-1744-5. Epub 2017 Nov 9. PMID:29124529
67. Valenza G, Citi L, Saul JP, Barbieri R. Measures of Sympathetic and Parasympathetic Autonomic Outflow from Heartbeat Dynamics. J Appl Physiol (1985). 2018 Feb 15. doi: 10.1152/japplphysiol.00842.2017. [Epub ahead of print] PMID: 29446712
68. Duggento A, Passamonti L, Valenza G, Barbieri R, Guerrisi M, Toschi N. Multivariate Granger causality unveils directed parietal to prefrontal cortex connectivity during task-free MRI. Sci Rep. 2018 Apr 3;8(1):5571. doi: 10.1038/s41598-018-23996-x. PMID: 29615790
69. Valenza G, Iozzia L, Cerina L, Mainardi L, Barbieri R. Analysis of Instantaneous Linear, Nonlinear and Complex Cardiovascular Dynamics from Videophotoplethysmography. Methods Inf Med. 2018 May;57(3):135-140. doi: 10.3414/ME17-02-0013. Epub 2018 May 2. PMID:29719921
70. Valenza G, Wendt H, Kiyono K, Hayano J, Watanabe E, Yamamoto Y, Abry P, Barbieri R. Mortality Prediction in Severe Congestive Heart Failure Patients with Multifractal Point-Process Modeling of Heartbeat Dynamics. IEEE Trans Biomed Eng. 2018 Jan 23. doi: 10.1109/TBME.2018.2797158. [Epub ahead of print]. PMID: 29993522
71. Tessa C, Toschi N, Orsolini S, Valenza G, Lucetti C, Barbieri R, Diciotti S. Central modulation of parasympathetic outflow is impaired in de novo Parkinson's disease patients. PLoS One. 2019 Jan 17;14(1):e0210324. doi: 10.1371/journal.pone.0210324. eCollection 2019. PMID: 30653564
72. Sclocco R, Garcia RG, Kettner NW, Isenburg K, Fisher HP, Hubbard CS, Ay I, Polimeni JR, Goldstein J, Makris N, Toschi N, Barbieri R, Napadow V. The influence of respiration on brainstem and cardiovagal response to auricular vagus nerve stimulation: A multimodal ultrahigh-field (7T) fMRI study. Brain Stimul. 2019 Feb 10. pii: S1935-861X(19)30056-7. doi: 10.1016/j.brs.2019.02.003. [Epub ahead of print]. PMID: 30803865
73. Greco A, Faes L, Catrambone V, Barbieri R, Scilingo EP, Valenza G. Lateralization of Directional Brain-Heart Information Transfer during Visual Emotional Elicitation. Am J Physiol Regul Integr Comp Physiol. 2019 May 1. doi: 10.1152/ajpregu.00151.2018. [Epub ahead of print]. PMID: 31042401
74. Parati G, Castiglioni P, Faini A, Di Rienzo M, Mancia G, Barbieri R, Saul JP. Closed-Loop Cardiovascular Interactions and the Baroreflex Cardiac Arm: Modulations Over the 24 h and the Effect of Hypertension. Front Physiol. 2019 May 7;10:477. doi: 10.3389/fphys.2019.00477. eCollection 2019. PMID: 31133867
75. Greco A, Faes L, Catrambone V, Barbieri R, Scilingo EP, Valenza G. Lateralization of directional brain-heart information transfer during visual emotional elicitation. Am J Physiol Regul Integr Comp Physiol. 2019 Jul 1;317(1):R25-R38. doi: 10.1152/ajpregu.00151.2018. Epub 2019 May 1. PMID: 31042401
76. Sclocco R, Garcia RG, Kettner NW, Isenburg K, Fisher HP, Hubbard CS, Ay I, Polimeni JR, Goldstein J, Makris N, Toschi N, Barbieri R, Napadow V. The influence of respiration on brainstem and cardiovagal response to auricular vagus nerve stimulation: A multimodal ultrahigh-field (7T) fMRI study. Brain Stimul. 2019 Jul - Aug;12(4):911-921. doi: 10.1016/j.brs.2019.02.003. Epub 2019 Feb 10. PMID: 30803865