Luca Faes

Associate Professor

  • 3151 Citations
  • 33 h-Index
19992020

Research output per year

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Research Output

Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series

Faes, L., Pernice, R., Silva, M. E., Javorka, M., Martins, A., Martins, A., Amado, C. & Rocha, A. P., 2020, In : Entropy. 22, 20 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Respiratory Sinus Arrhythmia Mechanisms in Young Obese Subjects

Faes, L., Busacca, A., Pernice, R., Ciljakova, M., Turianikova, Z., Cernochova, D., Czippelova, B., Krohova, J., Javorka, M., Wiszt, R. & Mazgutova, N., 2020, In : Frontiers in Neuroscience. 14, 8 p.

Research output: Contribution to journalArticle

Vascular resistance arm of the baroreflex: methodology and comparison with the cardiac chronotropic arm

Pernice, R., Faes, L., Busacca, A., Turianikova, Z., Czippelova, B., Krohova, Javorka, M., Wiszt, R. & Mazgutova, N., 2020, In : Journal of Applied Physiology. 128, p. 1310-1320 11 p.

Research output: Contribution to journalArticle

2019

A new Frequency Domain Measure of Causality based on Partial Spectral Decomposition of Autoregressive Processes and its Application to Cardiovascular Interactions

Busacca, A., Faes, L., Pernice, R., Krohova, J. & Javorka, M., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). p. 4258-4261 4 p. (IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A portable electronic system for non-invasive real-time acquisition of multiple physiological signals

Parisi, A., Faes, L., Pernice, R., Adamo, G., Busacca, A. & Guarino, S., 2019, 51esima Riunione Annuale dell'Associazione Società Italiana di Elettronica. 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A portable system for multiple parameters monitoring: Towards assessment of health conditions and stress level in the automotive field

Pernice, R., Parisi, A., Busacca, A., Adamo, G., Faes, L. & Guarino, S., 2019, 2019 AEIT International Conference of Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE). 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A validity and reliability study of Conditional Entropy Measures of Pulse Rate Variability

Faes, L., Pernice, R., Busacca, A., Czippelova, B., Krohova, J. & Javorka, M., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). p. 5568-5571 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Comparison of methods for the assessment of nonlinearity in short-term heart rate variability under different physiopathological states

Faes, L., Pernice, R., Gómez-Extremera, M., Bernaola-Galván, P., Carpena, P., Nollo, G. & Porta, A., 2019, In : Chaos. 29, p. 123114- 13 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Comparison of short-term heart rate variability indexes evaluated through electrocardiographic and continuous blood pressure monitoring

Busacca, A., Faes, L., Pernice, R., Turianikova, Z., Czippelova, B., Krohova, J. & Javorka, M., 2019, In : MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. 57, p. 1247-1263 17 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Connectivity Influences on Nonlinear Dynamics in Weakly-Synchronized Networks: Insights from Rössler Systems, Electronic Chaotic Oscillators, Model and Biological Neurons

Faes, L., Minati, L., Yoshimura, N., Ito, H., Koike, Y., Perinelli, A., Koike, Y., Ito, H., Ito, H., Frasca, M. & Ricci, L., 2019, In : IEEE Access. 7, p. 174793-174821 29 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Information decomposition of multichannel EMG to map functional interactions in the distributed motor system

Faes, L., Marinazzo, D., Kerkman, J. N. & Boonstra, T. W., 2019, In : NeuroImage. 202, 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Information Dynamics of the Brain, Cardiovascular and Respiratory Network during Different Levels of Mental Stress

Faes, L., Pernice, R., Pertile, M., Fornaser, A., Maule, L., Zanetti, M., Cecco, M. D. & Nollo, G., 2019, In : Entropy. 21, 19 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Information flow in EEG source networks in epileptic children with focal seizure activity

Faes, L., Pernice, R., Popov, A. & Kotiuchyi, I., 2019, 2nd International Congress on Mobile Devices and Seizure Detection in Epilepsy. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lateralization of directional brain-heart information transfer during visual emotional elicitation

Faes, L., Barbieri, R., Valenza, G., Greco, A., Catrambone, V. & Scilingo, E. P., 2019, In : AMERICAN JOURNAL OF PHYSIOLOGY. REGULATORY, INTEGRATIVE AND COMPARATIVE PHYSIOLOGY. 317, p. R25-R38 14 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Minimally Invasive Assessment of Mental Stress based on Wearable Wireless Physiological Sensors and Multivariate Biosignal Processing

Pernice, R., Faes, L., Busacca, A., De Cecco, M., Zanetti, M. & Nollo, G., 2019, IEEE EUROCON 2019 -18th International Conference on Smart Technologies. p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Multilevel assessment of mental stress via network physiology paradigm using consumer wearable devices

Faes, L., Mizumoto, T., Fornaser, A., De Cecco, M., Maule, L., Zanetti, M., Valente, M. & Nollo, G., 2019, In : Journal of Ambient Intelligence and Humanized Computing. 10 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress

Pernice, R., Faes, L., Busacca, A., Marinazzo, D., Turianikova, Z., Czippelova, B., Krohova, J., Javorka, M., Mazgutova, N. & Stramaglia, S., 2019, In : Entropy. 21, 16 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Multiscale information storage of linear long-range correlated stochastic processes

Pernice, R., Faes, L., Busacca, A., Pereira, M. A., Silva, M. E., Javorka, M. & Rocha, A. P., 2019, In : PHYSICAL REVIEW. E. 99, p. 1-13 13 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Mutual Information Analysis of Brain-Body Interactions during different Levels of Mental stress

Pernice, R., Faes, L., Busacca, A., De Cecco, M., Zanetti, M., De Cecco, M. & Nollo, G., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). p. 6176-6179 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Nonlinear brain-heart interactions in children with focal epilepsy assessed by mutual information of EEG and heart rate variability

Faes, L., Pernice, R., Busacca, A., Popov, A. & Kotiuchyi, I., 2019, 2nd International Congress on Mobile Devices and Seizure Detection in Epilepsy. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pre- and post-ictal brain activity characterization using combined source decomposition and connectivity estimation in epileptic children

Faes, L., Pernice, R., Popov, A., Pernice, R., Kharytonov, V., Kotiuchyi, I., Seleznov, I., Popov, A. & Kotiuchyi, I., 2019, 2019 Signal Processing Symposium (SPSympo). p. 126-129 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time, frequency and information domain analysis of short-term heart rate variability before and after focal and generalized seizures in epileptic children

Busacca, A., Stivala, S., Pernice, R., Faes, L., Popov, A., Kharytonov, V., Kotiuchyi, I., Popov, A. & Kotiuchyi, I., 2019, In : Physiological Measurement. 40, 12 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2018

Apparent remote synchronization of amplitudes: A demodulation and interference effect

Faes, L., Minati, L., Drozdz, S., Faes, L., Frasca, M. & Oswiecimka, P., 2018, In : Chaos. 28, p. 063124- 14 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Assessment of mental stress through the analysis of physiological signals acquired from wearable devices

Faes, L., Guandalini, G., Fornaser, A., De Cecco, M., Zanetti, M., Valente, M. & Nollo, G., 2018, Lecture Notes in Electrical Engineering. p. 243-256 14 p. (LECTURE NOTES IN ELECTRICAL ENGINEERING).

Research output: Chapter in Book/Report/Conference proceedingChapter

7 Citations (Scopus)

Information Domain Analysis of Respiratory Sinus Arrhythmia Mechanisms

Faes, L., Turianikova, Z., Faes, L., Lazarova, Z., Czippelova, B., Krohova, Javorka, M. & Wiszt, R., 2018, In : Physiological Research. 67, p. S611-S618 7 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics

Faes, L., Citi, L., Orini, M., Barbieri, R., Valenza, G. & Faes, L., 2018, In : IEEE Transactions on Biomedical Engineering. 65, p. 1077-1085 9 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Multiscale Decomposition of Cardiovascular and Cardiorespiratory Information Transfer under General Anesthesia∗

Faes, L., Bari, V., Ranucci, M., Ranucci, M. & Porta, A., 2018, p. 4607-4610. 4 p.

Research output: Contribution to conferenceOther

4 Citations (Scopus)

Reliability of Short-Term Heart Rate Variability Indexes Assessed through Photoplethysmography

Faes, L., Busacca, A. & Pernice, R., 2018, p. 5610-5613. 4 p.

Research output: Contribution to conferenceOther

6 Citations (Scopus)

Task-induced deactivation in diverse brain systems correlates with interindividual differences in distinct autonomic indices

Faes, L., Iacovella, V., Faes, L., Hasson, U. & Hasson, U., 2018, In : Neuropsychologia. 113, p. 29-42 14 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Towards understanding the complexity of cardiovascular oscillations: Insights from information theory

Faes, L., Turianikova, Z., Faes, L., Lazarova, Z., Czippelova, B., Krohova, J., Javorka, M. & Wiszt, R., 2018, In : Computers in Biology and Medicine. 98, p. 48-57 10 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Univariate and multivariate conditional entropy measures for the characterization of short-term cardiovascular complexity under physiological stress

Faes, L., Turianikova, Z., Faes, L., Czippelova, B., Bari, V., Krohova, Javorka, M., Valente, Nollo, G. & Porta, A., 2018, In : Physiological Measurement. 39, 14 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)
2017

A Multi-Variate Predictability Framework to Assess Invasive Cardiac Activity and Interactions during Atrial Fibrillation

Faes, L., Cristoforetti, A., Faes, L., Alcaine, A., Martinez, J. P., Laguna, P., Masè, M., Ravelli, F. & Nollo, G., 2017, In : IEEE Transactions on Biomedical Engineering. 64, p. 1157-1168 12 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Are nonlinear model-free conditional entropy approaches for the assessment of cardiac control complexity superior to the linear model-based one?

Faes, L., Faes, L., Bari, V., Marchi, A., De Maria, B. & Porta, A., 2017, In : IEEE Transactions on Biomedical Engineering. 64, p. 1287-1296 10 p.

Research output: Contribution to journalArticle

24 Citations (Scopus)

Assessing complexity and causality in heart period variability through a model-free data-driven multivariate approach

Faes, L., Takahashi, A. C. M., Faes, L., Catai, A. M., Nollo, G. & Porta, A., 2017, ECG Time Series Variability Analysis: Engineering and Medicine. 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Atypical transistor-based chaotic oscillators: Design, realization, and diversity

Faes, L., Minati, L., Drozdz, S., Faes, L., Frasca, M. & Oświȩcimka, P., 2017, In : Chaos. 27, 13 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

Basic cardiovascular variability signals: Mutual directed interactions explored in the information domain

Faes, L., Turianikova, Z., Faes, L., Lazarova, Z., Czippelova, B., Krohova, J., Javorka, M. & Javorka, K., 2017, In : Physiological Measurement. 38, p. 877-894 18 p.

Research output: Contribution to journalArticle

21 Citations (Scopus)

Cardiovascular and respiratory variability during orthostatic and mental stress: A comparison of entropy estimators

Faes, L., Turianikova, Z., Faes, L., Czippelova, B., Krohova, J., Javorka, M., Valente, M. & Nollo, G., 2017, p. 3481-3484. 4 p.

Research output: Contribution to conferenceOther

1 Citation (Scopus)

Causal analysis of short-term cardiovascular variability: state-dependent contribution of feedback and feedforward mechanisms

Faes, L., Turianikova, Z., Faes, L., Lazarova, Z., Czippelova, B., Javorka, M. & Tonhajzerova, I., 2017, In : MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. 55, p. 179-190 12 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)

Causal brain-heart information transfer during visual emotional elicitation in healthy subjects: Preliminary evaluations and future perspectives

Faes, L., Lanata, A., Barbieri, R., Valenza, G., Faes, L., Greco, A. & Scilingo, E. P., 2017, p. 1559-1562. 4 p.

Research output: Contribution to conferenceOther

4 Citations (Scopus)

Cerebrovascular and cardiovascular variability interactions investigated through conditional joint transfer entropy in subjects prone to postural syncope

Faes, L., Faes, L., Bari, V., Rossato, G., Tonon, D., De Maria, B., Mazzucco, C. E., Nollo, G. & Porta, A., 2017, In : Physiological Measurement. 38, p. 976-991 16 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Efficient Computation of Multiscale Entropy over Short Biomedical Time Series Based on Linear State-Space Models

Faes, L., Faes, L., Javorka, M., Nollo, G. & Porta, A., 2017, In : Complexity. p. 1-13 13 p.

Research output: Contribution to journalArticle

25 Citations (Scopus)
56 Citations (Scopus)

Estimation of confidence limits for descriptive indexes derived from autoregressive analysis of time series: Methods and application to heart rate variability

Faes, L., Beda, A., Faes, L. & Simpson, D. M., 2017, In : PLoS One. 12, p. 1-22 22 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Impact of nonstationarities on short heart rate variability recordings during obstructive sleep apnea

Faes, L., Faes, L., Bari, V., Rossato, G., Tonon, D., De Maria, B., Ranuzzi, G. & Porta, A., 2017, In : Computing in Cardiology. 44, p. 1-4 4 p.

Research output: Contribution to journalConference article

Information decomposition: A tool to dissect cardiovascular and cardiorespiratory complexity

Faes, L., Faes, L., Nollo, G. & Porta, A., 2017, Complexity and Nonlinearity in Cardiovascular Signals. p. 87-113 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Information Decomposition in Multivariate Systems: Definitions, Implementation and Application to Cardiovascular Networks

Faes, L., Faes, L., Javorka, M., Nollo, G. & Porta, A., 2017, In : Entropy. 19, p. 1-28 28 p.

Research output: Contribution to journalArticle

29 Citations (Scopus)

Information transfer and information modification to identify the structure of cardiovascular and cardiorespiratory networks

Faes, L., Turianikova, Z., Faes, L., Czippelova, B., Krohova, J., Javorka, M. & Nollo, G., 2017, p. 1563-1566. 4 p.

Research output: Contribution to conferenceOther

1 Citation (Scopus)

Multiscale Granger causality

Faes, L., Marinazzo, D., Faes, L., Stramaglia, S. & Nollo, G., 2017, In : PHYSICAL REVIEW. E. 96, p. 042150-1-042150-7 7 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)

Multiscale Granger causality analysis by à trous wavelet transform

Faes, L., Marinazzo, D., Faes, L., Bassez, I. & Stramaglia, S., 2017, Proceedings - 7th International Workshop on Advances in Sensors and Interfaces, IWASI 2017. p. 25-28 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)