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2019
A. Greco, Valenza, G., Bicchi, A., Bianchi, M., and Scilingo, E. P., Assessment of muscle fatigue during isometric contraction using autonomic nervous system correlates, Biomedical Signal Processing and Control, vol. 51, 2019 [Online]. Available: https://www.sciencedirect.com/science/article/pii/S1746809419300436PDF icon grecoetal_bspc_2ndrev_submit_2.pdf (175.58 KB)
R. Bartoletti, Neri, G., Greco, A., Di Vico, T., Durante, J., Tognarelli, A., Talluri, T., and Valenza, G., Bioelectric impedance analysis (BIA) for non-invasive prostate carcinoma (PCa) diagnosis using a novel “finger” probe tool: Results from a cross-sectional, hospital-based study, European Urology Supplements, vol. 18, p. e1810, 2019 [Online]. Available: https://www.eu-openscience.europeanurology.com/article/S1569-9056(19)31310-7/abstract
A. Greco, Guidi, A., Bianchi, M., Lanatà, A., Valenza, G., and Scilingo, E. P., Brain dynamics induced by pleasant/unpleasant tactile stimuli conveyed by different fabrics, IEEE journal of biomedical and health informatics, vol. 23, pp. 2417–2427, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8613768
M. Nardelli, Greco, A., Danzi, O. P., Perlini, C., Tedeschi, F., Scilingo, E. P., Del Piccolo, L., and Valenza, G., Cardiovascular assessment of supportive doctor-patient communication using multi-scale and multi-lag analysis of heartbeat dynamics, Medical & biological engineering & computing, vol. 57, pp. 123–134, 2019 [Online]. Available: https://link.springer.com/article/10.1007/s11517-018-1869-1
A. Greco, Marzi, C., Lanatà, A., Scilingo, E. P., and Vanello, N., Combining Electrodermal Activity and Speech Analysis towards a more Accurate Emotion Recognition System, in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Gemrany, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8857745
C. Marzi, Greco, A., Scilingo, E. P., and Vanello, N., ELECTRODERMAL ACTIVITY AND SPEECH FEATURES AS PREDICTORS FOR AROUSAL LEVEL CHANGES AFTER AFFECTIVE WORD PRONUNCIATION, MODELS AND ANALYSIS OF VOCAL EMISSIONS FOR BIOMEDICAL APPLICATIONS. Florence, Italy, 2019 [Online]. Available: https://scholar.google.com/scholar?cluster=14986626363980133127&hl=en&oi=scholarr
C. Scopa, Contalbrigo, L., Greco, A., Lanatà, A., Scilingo, E. P., and Baragli, P., Emotional Transfer in Human–Horse Interaction: New Perspectives on Equine Assisted Interventions, Animals, vol. 9, 2019 [Online]. Available: https://www.mdpi.com/2076-2615/9/12/1030PDF icon animals-09-01030.pdf (312.46 KB)
V. Catrambone, Greco, A., Scilingo, E. P., and Valenza, G., Functional Linear and Nonlinear Brain–Heart Interplay during Emotional Video Elicitation: A Maximum Information Coefficient Study, Entropy , vol. 21, 2019. PDF icon entropy-21-00892-v2.pdf (3.02 MB)
A. Greco, Faes, L., Catrambone, V., Barbieri, R., Scilingo, E. P., and Valenza, G., Lateralization of directional brain-heart information transfer during visual emotional elicitation, American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, vol. 317, 2019 [Online]. Available: https://www.physiology.org/doi/pdf/10.1152/ajpregu.00151.2018
A. Lanata, Sebastiani, L., Gruttola, F. D., Di Modica, S., Scilingo, E. P., and Greco, A., Nonlinear analysis of eye-tracking information for motor imagery assessments, Frontiers in Neuroscience, vol. 13, 2019 [Online]. Available: https://www.frontiersin.org/articles/10.3389/fnins.2019.01431/fullPDF icon fnins-13-01431.pdf (903.8 KB)
V. Catrambone, Greco, A., Averta, G., Bianchi, M., Valenza, G., and Scilingo, E. P., Predicting object-mediated gestures from brain activity: an EEG study on gender differences, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 27, pp. 411–418, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8638847
S. Ghiasi, Greco, A., Faes, L., Javorka, M., Barbieri, R., Scilingo, E. P., and Valenza, G., Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept, in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, 41stst ed. [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8856461
J. Marín-Morales, Higuera-Trujillo, J. L., Greco, A., Guixeres, J., Llinares, C., Gentili, C., Scilingo, E. P., Alcañiz, M., and Valenza, G., Real vs. immersive-virtual emotional experience: Analysis of psycho-physiological patterns in a free exploration of an art museum, PloS one, vol. 14, 2019 [Online]. Available: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6793875/
S. Ghiasi, Valenza, G., Morelli, M. S., Bianchi, M., Scilingo, E. P., and Greco, A., The Role of Haptic Stimuli on Affective Reading: a Pilot Study, in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8857337
V. Catrambone, Greco, A., Vanello, N., Scilingo, E. P., and Valenza, G., Time-Resolved Directional Brain–Heart Interplay Measurement Through Synthetic Data Generation Models, Annals of biomedical engineering, vol. 47, pp. 1479–1489, 2019 [Online]. Available: https://link.springer.com/article/10.1007/s10439-019-02251-y
2018
O. P. Danzi, Perlini, C., Tedeschi, F., Nardelli, M., Greco, A., Scilingo, E. P., Valenza, G., and Del Piccolo, L., Affective communication during bad news consultation. Effect on analogue patients’ heart rate variability and recall, Patient education and counseling, vol. 101, pp. 1892–1899, 2018 [Online]. Available: https://www.sciencedirect.com/science/article/abs/pii/S0738399118303070
J. Marín-Morales, Higuera-Trujillo, J. L., Greco, A., Guixeres, J., Llinares, C., Scilingo, E. P., Alcañiz, M., and Valenza, G., Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors, Scientific reports, vol. 8, pp. 1–15, 2018 [Online]. Available: https://www.nature.com/articles/s41598-018-32063-4
M. S. Morelli, Greco, A., Valenza, G., Giannoni, A., Emdin, M., Scilingo, E. P., and Vanello, N., Analysis of generic coupling between EEG activity and P ET CO 2 in free breathing and breath-hold tasks using Maximal Information Coefficient (MIC), Scientific reports, vol. 8, pp. 1–9, 2018 [Online]. Available: https://www.nature.com/articles/s41598-018-22573-6
A. Greco, Benvenuti, S. M., Gentili, C., Palomba, D., Scilingo, E. P., and Valenza, G., Assessment of linear and nonlinear/complex heartbeat dynamics in subclinical depression (dysphoria), Physiological measurement, vol. 39, p. 034004, 2018 [Online]. Available: https://iopscience.iop.org/article/10.1088/1361-6579/aaaeac/meta
A. Greco, Valenza, G., and Scilingo, E. P., Brain Dynamics during Arousal-dependent Pleasant/Unpleasant Visual Elicitation: An Electroencephalographic Study on the Circumplex Model of Affect, IEEE Transactions on Affective Computing, 2018 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8520789
M. Nardelli, Greco, A., Bianchi, M., Scilingo, E. P., and Valenza, G., Classifying affective haptic stimuli through gender-specific heart rate variability nonlinear analysis, IEEE Transactions on Affective Computing, 2018 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8301612
V. Catambrone, Greco, A., Averta, G., Bianchi, M., Bicchi, A., Scilingo, E. P., and Valenza, G., EEG Complexity Maps to Characterise Brain Dynamics during Upper Limb Motor Imagery, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2018 [Online]. Available: https://ieeexplore.ieee.org/document/8512912PDF icon eeg_complexity_maps_to_characterise_brain_dynamics_during_upper_limb_motor_imagery.pdf (714.98 KB)
A. Greco, Spada, D., Rossi, S., Perani, D., Valenza, G., and Scilingo, E. P., EEG Hyperconnectivity Study on Saxophone Quartet Playing in Ensemble, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 1015–1018 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512409
G. Valenza, Greco, A., Bianchi, M., Nardelli, M., Rossi, S., and Scilingo, E. P., EEG oscillations during caress-like affective haptic elicitation, Psychophysiology, vol. 55, p. e13199, 2018 [Online]. Available: https://onlinelibrary.wiley.com/doi/abs/10.1111/psyp.13199
V. Catrambone, Greco, A., Averta, G., Bianchi, M., Vanello, N., Bicchi, A., Valenza, G., and Scilingo, E. P., EEG Processing to Discriminate Transitive-Intransitive Motor Imagery Tasks: Preliminary Evidences using Support Vector Machines, in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2018 [Online]. Available: https://zenodo.org/record/2559406#.XTbl43ux9GMPDF icon catrambone_et_al_2018.pdf (2.24 MB)
C. Gentili, Benvenuti, S. M., Greco, A., Palomba, D., Scilingo, E. P., and Valenza, G., Exploiting HRV measures for clinical evaluation of depressive symptomatology, International Journal of Psychophysiology, vol. 131, p. S45, 2018 [Online]. Available: https://scholar.google.com/scholar?cluster=11555211109531649620&hl=en&oi=scholarr
S. Ghiasi, Greco, A., Nardelli, M., Catrambone, V., Barbieri, R., Scilingo, E. P., and Valenza, G., Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressor Test, in 2018 Computing in Cardiology Conference (CinC), Maastricht, Netherlands, 2018, vol. 45, pp. 1–4 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8743697
M. Nardelli, Greco, A., Valenza, G., Lanatà, A., Bailon, R., and Scilingo, E. P., A multiclass arousal recognition using HRV nonlinear analysis and affective images, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 392–395 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512426

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