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2020
S. Ghiasi, Greco, A., Barbieri, R., Scilingo, E. P., and Valenza, G., Assessing Autonomic function from electrodermal Activity and Heart Rate Variability During cold-pressor test and emotional challenge, Scientific Reports, vol. 10, pp. 1–13, 2020 [Online]. Available: https://www.nature.com/articles/s41598-020-62225-2
V. Carli, Wasserman, D., Hadlaczky, G., P. Gebrewold, N., Carletto, S., Citi, L., Dinis, S., Gentili, C., Gonzalez-Martinez, S., De Leonibus, A., Meyer, B., Ostacoli, L., Ottaviano, M., Oukanin, S., Paradiso, R., Poli, R., Rocha, I., Settanta, C., Waldmeyer, M. T., Valenza, G., and Scilingo, E. P., A protocol for a multicentre, parallel-group, pragmatic randomised controlled trial to evaluate the NEVERMIND system in preventing and treating depression in patients with severe somatic conditions, BMC psychiatry, vol. 20, pp. 1–10, 2020 [Online]. Available: https://bmcpsychiatry.biomedcentral.com/articles/10.1186/s12888-020-02494-3
M. Nardelli, Valenza, G., Greco, A., Lanatà, A., Scilingo, E. P., and Bailon, R., Quantifying the lagged Poincaré plot geometry of ultrashort heart rate variability series: automatic recognition of odor hedonic tone, Medical & Biological Engineering & Computing, pp. 1–14, 2020 [Online]. Available: https://link.springer.com/article/10.1007/s11517-019-02095-7
M. Nardelli, Lanata, A., Valenza, G., Felici, M., Baragli, P., and Scilingo, E. P., A tool for the real-time evaluation of ECG signal quality and activity: Application to submaximal treadmill test in horses, Biomedical Signal Processing and Control, vol. 56, 2020 [Online]. Available: https://www.sciencedirect.com/science/article/pii/S1746809419302472PDF icon 1-s2.0-s1746809419302472-main.pdf (1.65 MB)
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)
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
M. Nardelli, Faraguna, U., Grandi, G., Bruno, R. M., Valenza, G., and Scilingo, E. P., The Complexity of Dreams: a Multiscale Entropy Study on Cardiovascular Variability Series, 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/8857120/authors#authors
F. Hernando, Nardelli, M., Hocking, K., Lazaro, J., Alvis, B., Gil, E., Scilingo, E. P., Brophy, D. R., Valenza, G., Laguna, P., Brophy, C., and Bailon, R., Effect of yoga on pulse rate variability measured from a venous pressure waveform, 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/8856657/authors
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)
V. Catrambone, Wendt, H., Scilingo, E. P., Barbieri, R., Abry, P., and Valenza, G., Heartbeat Dynamics Analysis under Cold-Pressure Test using Wavelet p-Leader Non-Gaussian Multiscale Expansions, in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berli, Germany, 2019 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8856653
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
M. Nardelli, Scilingo, E. P., and Valenza, G., Multichannel Complexity Index (MCI) for a multi-organ physiological complexity assessment, Physica A: Statistical Mechanics and its Applications, vol. 530, 2019 [Online]. Available: https://doi.org/10.1016/j.physa.2019.121543PDF icon 1-s2.0-s0378437119309070-main.pdf (550.29 KB)
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
G. Averta, Valenza, G., Catrambone, V., Barontini, F., Scilingo, E. P., Bicchi, A., and Bianchi, M., On the time-invariance properties of upper limb synergies, IEEE Transactions on Neural Systems and Rehabilitation Engineering , 2019 [Online]. Available: https://www.ncbi.nlm.nih.gov/pubmed/31135365PDF icon 08720217.pdf (1.34 MB)
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
V. Catrambone, Valenza, G., Scilingo, E. P., Vanello, N., Wendt, H., Barbieri, R., and Abry, P., Wavelet p-Leader Non-Gaussian Multiscale Expansions for EEG series: an Exploratory Study on Cold-Pressor Test, 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/8856396/authors#authors
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
A. Lanatà, Nardelli, M., Valenza, G., Baragli, P., D’Aniello, B., Alterisio, A., Scandurra, A., Semin, G. R., and Scilingo, E. P., A case for the interspecies transfer of emotions: a preliminary investigation on how humans odors modify reactions of the autonomic nervous system in horses, in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 522–525 [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8512327

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