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Items: 1 to 50 of 59

1.

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data.

Celi LA, Citi L, Ghassemi M, Pollard TJ.

PLoS One. 2019 Jan 15;14(1):e0210232. doi: 10.1371/journal.pone.0210232. eCollection 2019.

2.

ECG-Derived Sympathetic and Parasympathetic Activity in the Healthy: an Early Lower-Body Negative Pressure Study Using Adaptive Kalman Prediction.

Valenza G, Citi L, Wyller VB, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:5628-5631. doi: 10.1109/EMBC.2018.8513512.

PMID:
30441612
3.

Crosstalk Reduction in Epimysial EMG Recordings from Transhumeral Amputees with Principal Component Analysis.

Matran-Fernandez A, Mastinu E, Poli R, Ortiz-Catalan M, Citi L.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:2124-2127. doi: 10.1109/EMBC.2018.8512645.

PMID:
30440823
4.

Bayesian Transfer Learning for the Prediction of Self-reported Well-being Scores.

Christinaki E, Poli R, Citi L.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:41-44. doi: 10.1109/EMBC.2018.8512255.

PMID:
30440336
5.

Measures of sympathetic and parasympathetic autonomic outflow from heartbeat dynamics.

Valenza G, Citi L, Saul JP, Barbieri R.

J Appl Physiol (1985). 2018 Jul 1;125(1):19-39. doi: 10.1152/japplphysiol.00842.2017. Epub 2018 Feb 15.

6.

Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems.

Xinyang Li, Poli R, Valenza G, Scilingo EP, Citi L.

Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:2205-2208. doi: 10.1109/EMBC.2017.8037292.

PMID:
29060334
7.

Muscle fatigue assessment through electrodermal activity analysis during isometric contraction.

Greco A, Guidi A, Felici F, Leo A, Ricciardi E, Bianchi M, Bicchi A, Citi L, Valenza G, Scilingo EP.

Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:398-401. doi: 10.1109/EMBC.2017.8036846.

PMID:
29059894
8.

Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardiorespiratory Nonstationary Dynamics.

Valenza G, Faes L, Citi L, Orini M, Barbieri R.

IEEE Trans Biomed Eng. 2018 May;65(5):1077-1085. doi: 10.1109/TBME.2017.2740259. Epub 2017 Aug 15.

PMID:
28816654
9.

Predicting seizures in untreated temporal lobe epilepsy using point-process nonlinear models of heartbeat dynamics.

Valenza G, Romigi A, Citi L, Placidi F, Izzi F, Albanese M, Scilingo EP, Marciani MG, Duggento A, Guerrisi M, Toschi N, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:985-988. doi: 10.1109/EMBC.2016.7590867.

PMID:
28268489
10.

Disentanglement of sympathetic and parasympathetic activity by instantaneous analysis of human heartbeat dynamics.

Valenza G, Citi L, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:932-935. doi: 10.1109/EMBC.2016.7590854.

PMID:
28268477
11.

Complexity Variability Assessment of Nonlinear Time-Varying Cardiovascular Control.

Valenza G, Citi L, Garcia RG, Taylor JN, Toschi N, Barbieri R.

Sci Rep. 2017 Feb 20;7:42779. doi: 10.1038/srep42779.

12.

Inhomogeneous Point-Processes to Instantaneously Assess Affective Haptic Perception through Heartbeat Dynamics Information.

Valenza G, Greco A, Citi L, Bianchi M, Barbieri R, Scilingo EP.

Sci Rep. 2016 Jun 30;6:28567. doi: 10.1038/srep28567.

13.

Real-Time Neural Signals Decoding onto Off-the-Shelf DSP Processors for Neuroprosthetic Applications.

Pani D, Barabino G, Citi L, Meloni P, Raspopovic S, Micera S, Raffo L.

IEEE Trans Neural Syst Rehabil Eng. 2016 Sep;24(9):993-1002. doi: 10.1109/TNSRE.2016.2527696. Epub 2016 May 2.

PMID:
27164593
14.

Prediction of Impaired Performance in Trail Making Test in MCI Patients With Small Vessel Disease Using DTI Data.

Ciulli S, Citi L, Salvadori E, Valenti R, Poggesi A, Inzitari D, Mascalchi M, Toschi N, Pantoni L, Diciotti S.

IEEE J Biomed Health Inform. 2016 Jul;20(4):1026-33. doi: 10.1109/JBHI.2016.2537808. Epub 2016 Mar 3.

PMID:
26960231
15.

Instantaneous transfer entropy for the study of cardio-respiratory dynamics.

Valenza G, Faes L, Citi L, Orini M, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2015;2015:7885-8. doi: 10.1109/EMBC.2015.7320220.

PMID:
26738120
16.

Combining sudomotor nerve impulse estimation with fMRI to investigate the central sympathetic response to nausea.

Sclocco R, Citi L, Garcia RG, Cerutti S, Bianchi AM, Kuo B, Napadow V, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2015;2015:4683-6. doi: 10.1109/EMBC.2015.7319439.

PMID:
26737339
17.

cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing.

Greco A, Valenza G, Lanata A, Scilingo EP, Citi L.

IEEE Trans Biomed Eng. 2016 Apr;63(4):797-804. doi: 10.1109/TBME.2015.2474131. Epub 2015 Aug 28.

PMID:
26336110
18.

Nonlinear digital signal processing in mental health: characterization of major depression using instantaneous entropy measures of heartbeat dynamics.

Valenza G, Garcia RG, Citi L, Scilingo EP, Tomaz CA, Barbieri R.

Front Physiol. 2015 Mar 13;6:74. doi: 10.3389/fphys.2015.00074. eCollection 2015.

19.

Assessment of gait nonlinear dynamics by inhomogeneous point-process models.

Valenza G, Citi L, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:6973-6. doi: 10.1109/EMBC.2014.6945232.

PMID:
25571600
20.

Assessing real-time RR-QT frequency-domain measures of coupling and causality through inhomogeneous point-process bivariate models.

Valenza G, Orini M, Citi L, Minchole A, Pueyo E, Laguna P, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:6475-8. doi: 10.1109/EMBC.2014.6945111.

PMID:
25571479
21.

Tracking instantaneous entropy in heartbeat dynamics through inhomogeneous point-process nonlinear models.

Valenza G, Citi L, Scilingo EP, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:6369-72. doi: 10.1109/EMBC.2014.6945085.

PMID:
25571453
22.

Electrodermal activity processing: a convex optimization approach.

Greco A, Lanata A, Valenza G, Scilingo EP, Citi L.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:2290-3. doi: 10.1109/EMBC.2014.6944077.

PMID:
25570445
23.

Characterization of depressive States in bipolar patients using wearable textile technology and instantaneous heart rate variability assessment.

Valenza G, Citi L, Gentili C, Lanata A, Scilingo EP, Barbieri R.

IEEE J Biomed Health Inform. 2015 Jan;19(1):263-74. doi: 10.1109/JBHI.2014.2307584.

PMID:
25561449
24.

Inhomogeneous point-process entropy: an instantaneous measure of complexity in discrete systems.

Valenza G, Citi L, Scilingo EP, Barbieri R.

Phys Rev E Stat Nonlin Soft Matter Phys. 2014 May;89(5):052803. Epub 2014 May 9.

PMID:
25353840
25.

Estimation of instantaneous complex dynamics through Lyapunov exponents: a study on heartbeat dynamics.

Valenza G, Citi L, Barbieri R.

PLoS One. 2014 Aug 29;9(8):e105622. doi: 10.1371/journal.pone.0105622. eCollection 2014.

26.

Point-process nonlinear autonomic assessment of depressive states in bipolar patients.

Valenza G, Citi L, Gentili C, Lanatá A, Scilingo EP, Barbieri R.

Methods Inf Med. 2014;53(4):296-302. doi: 10.3414/ME13-02-0036. Epub 2014 Jun 27.

PMID:
24970591
27.

Revealing real-time emotional responses: a personalized assessment based on heartbeat dynamics.

Valenza G, Citi L, Lanatá A, Scilingo EP, Barbieri R.

Sci Rep. 2014 May 21;4:4998. doi: 10.1038/srep04998.

28.

Restoring natural sensory feedback in real-time bidirectional hand prostheses.

Raspopovic S, Capogrosso M, Petrini FM, Bonizzato M, Rigosa J, Di Pino G, Carpaneto J, Controzzi M, Boretius T, Fernandez E, Granata G, Oddo CM, Citi L, Ciancio AL, Cipriani C, Carrozza MC, Jensen W, Guglielmelli E, Stieglitz T, Rossini PM, Micera S.

Sci Transl Med. 2014 Feb 5;6(222):222ra19. doi: 10.1126/scitranslmed.3006820.

29.

Dynamical density delay maps: simple, new method for visualising the behaviour of complex systems.

Burykin A, Costa MD, Citi L, Goldberger AL.

BMC Med Inform Decis Mak. 2014 Jan 18;14:6. doi: 10.1186/1472-6947-14-6.

30.

Likelihood methods for point processes with refractoriness.

Citi L, Ba D, Brown EN, Barbieri R.

Neural Comput. 2014 Feb;26(2):237-63. doi: 10.1162/NECO_a_00548. Epub 2013 Nov 8.

PMID:
24206384
31.

Instantaneous nonlinear assessment of complex cardiovascular dynamics by Laguerre-Volterra point process models.

Valenza G, Citi L, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2013;2013:6131-4. doi: 10.1109/EMBC.2013.6610952.

PMID:
24111139
32.

A nonlinear heartbeat dynamics model approach for personalized emotion recognition.

Valenza G, Citi L, Lanatà A, Scilingo EP, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2013;2013:2579-82. doi: 10.1109/EMBC.2013.6610067.

PMID:
24110254
33.

Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent.

Citi L, Valenza G, Purdon PL, Brown EN, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:3124-7. doi: 10.1109/EMBC.2012.6346626.

PMID:
23366587
34.

Bivariate point process modeling and joint non-stationary analysis of pulse transit time and heart period.

Orini M, Citi L, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:2831-4. doi: 10.1109/EMBC.2012.6346553.

PMID:
23366514
35.

Using Laguerre expansion within point-process models of heartbeat dynamics: a comparative study.

Valenza G, Citi L, Scilingo EP, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:29-32. doi: 10.1109/EMBC.2012.6345863.

PMID:
23365824
36.

Instantaneous estimation of high-order nonlinear heartbeat dynamics by Lyapunov exponents.

Citi L, Valenza G, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:13-6. doi: 10.1109/EMBC.2012.6345859.

PMID:
23365820
37.

A real-time automated point-process method for the detection and correction of erroneous and ectopic heartbeats.

Citi L, Brown EN, Barbieri R.

IEEE Trans Biomed Eng. 2012 Oct;59(10):2828-37. Epub 2012 Aug 2.

38.

Instantaneous assessment of autonomic cardiovascular control during general anesthesia.

Chen Z, Citi L, Purdon PL, Brown EN, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:8444-7. doi: 10.1109/IEMBS.2011.6092083.

39.

Instantaneous monitoring of sleep fragmentation by point process heart rate variability and respiratory dynamics.

Citi L, Bianchi MT, Klerman EB, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:7735-8. doi: 10.1109/IEMBS.2011.6091906.

40.

Activities on PNS neural interfaces for the control of hand prostheses.

Carpaneto J, Cutrone A, Bossi S, Sergi P, Citi L, Rigosa J, Rossini PM, Micera S.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:4637-40. doi: 10.1109/IEMBS.2011.6091148.

PMID:
22255371
41.

Point-process analysis of neural spiking activity of muscle spindles recorded from thin-film longitudinal intrafascicular electrodes.

Citi L, Djilas M, Azevedo-Coste C, Yoshida K, Brown EN, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:2311-4. doi: 10.1109/IEMBS.2011.6090581.

42.

A point process approach for analyzing gait variability dynamics.

Ellis RJ, Citi L, Barbieri R.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:1648-51. doi: 10.1109/IEMBS.2011.6090475.

43.

Novel protocols for P300-based brain-computer interfaces.

Salvaris M, Cinel C, Citi L, Poli R.

IEEE Trans Neural Syst Rehabil Eng. 2012 Jan;20(1):8-17. doi: 10.1109/TNSRE.2011.2174463. Epub 2011 Dec 12.

PMID:
22180513
44.

Decoding of grasping information from neural signals recorded using peripheral intrafascicular interfaces.

Micera S, Rossini PM, Rigosa J, Citi L, Carpaneto J, Raspopovic S, Tombini M, Cipriani C, Assenza G, Carrozza MC, Hoffmann KP, Yoshida K, Navarro X, Dario P.

J Neuroeng Rehabil. 2011 Sep 5;8:53. doi: 10.1186/1743-0003-8-53.

45.

Combined analysis of cortical (EEG) and nerve stump signals improves robotic hand control.

Tombini M, Rigosa J, Zappasodi F, Porcaro C, Citi L, Carpaneto J, Rossini PM, Micera S.

Neurorehabil Neural Repair. 2012 Mar-Apr;26(3):275-81. doi: 10.1177/1545968311408919. Epub 2011 Jul 5.

PMID:
21730360
46.

Point Process Heart Rate Variability Assessment during Sleep Deprivation.

Citi L, Klerman E, Brown E, Barbieri R.

Comput Cardiol (2010). 2010 Dec 31;37:721-724.

47.

Eigenbrains: The free vibrational modes of the brain as a new representation for EEG.

Poli R, Citi L, Salvaris M, Cinel C, Sepulveda F.

Conf Proc IEEE Eng Med Biol Soc. 2010;2010:6011-4. doi: 10.1109/IEMBS.2010.5627593.

PMID:
21097112
48.

Exploring multiple protocols for a brain-computer interface mouse.

Salvaris M, Cinel C, Poli R, Citi L, Sepulveda F.

Conf Proc IEEE Eng Med Biol Soc. 2010;2010:4189-92. doi: 10.1109/IEMBS.2010.5627388.

PMID:
21096890
49.

Documenting, modelling and exploiting P300 amplitude changes due to variable target delays in Donchin's speller.

Citi L, Poli R, Cinel C.

J Neural Eng. 2010 Oct;7(5):056006. doi: 10.1088/1741-2560/7/5/056006. Epub 2010 Sep 1.

PMID:
20811092
50.

Double nerve intraneural interface implant on a human amputee for robotic hand control.

Rossini PM, Micera S, Benvenuto A, Carpaneto J, Cavallo G, Citi L, Cipriani C, Denaro L, Denaro V, Di Pino G, Ferreri F, Guglielmelli E, Hoffmann KP, Raspopovic S, Rigosa J, Rossini L, Tombini M, Dario P.

Clin Neurophysiol. 2010 May;121(5):777-83. doi: 10.1016/j.clinph.2010.01.001. Epub 2010 Jan 27.

PMID:
20110193

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