Sergio Cerutti
Orcid: 0000-0002-9607-8755
According to our database1,
Sergio Cerutti
authored at least 101 papers
between 1982 and 2023.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2003, "For leadership in biomedical signal processing and modeling of cardiovascular and neural systems.".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
On csauthors.net:
Bibliography
2023
Guest Editorial Advancing Biomedical Discovery and Healthcare Delivery Through Digital Technology.
IEEE J. Biomed. Health Informatics, June, 2023
2020
A novel spatiotemporal tool for the automatic classification of fMRI noise based on Independent Component Analysis.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Heart Rate Variability from Wearables: A Comparative Analysis Among Standard ECG, a Smart Shirt and a Wristband.
Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019
Investigating the Optimal Baseline Positioning to Maximize Cognitive Experimental Outcome.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Separating arterial pressure increases and decreases in assessing cardiac baroreflex sensitivity via sequence and bivariate phase-rectified signal averaging techniques.
Medical Biol. Eng. Comput., 2018
Exploration of Web-Sites Affects Autonomic Responses Related to Unconscious Emotions.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the Computing in Cardiology, 2018
2017
Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values.
IEEE J. Biomed. Health Informatics, 2017
Integrated data analysis for the quantification of emotional responses during video observation.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
Functional Clustering approach for the analysis of Stereo-EEG activity patterns in correspondence of epileptic seizures.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Comparison between Cardiac Baroreflex Sensitivity Estimates Derived from Sequence and Phase Rectified Signal Averaging Techniques During Head-up Tilt.
Proceedings of the Computing in Cardiology, 2017
2015
Investigation of negative BOLD responses in human brain through NIRS technique. A visual stimulation study.
NeuroImage, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Combining sudomotor nerve impulse estimation with fMRI to investigate the central sympathetic response to nausea.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Evaluation of the correlation between cardiac and sympathetic baroreflex sensitivity before orthostatic syncope.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Application of higher-order spectral analysis to local field potentials recorded in patients treated with deep brain stimulation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
IEEE Trans. Biomed. Eng., 2014
Low-Pass Filtering Approach via Empirical Mode Decomposition Improves Short-Scale Entropy-Based Complexity Estimation of QT Interval Variability in Long QT Syndrome Type 1 Patients.
Entropy, 2014
Application of dynamical analyses of heart rate to rhythm classification and prognosis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Filtering approach based on empirical mode decomposition improves the assessment of short scale complexity in long QT syndrome type 1 population.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Identification of Myocardial Scar in Ventricular Tachycardia: Correlation between CT based results and Electro-Anatomic Map Findings.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients.
Expert Syst. Appl., 2013
GLM analysis of time resolved NIRS data of motor activation during different motor tasks.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Independent Component Analysis of EEG-fMRI data for studying epilepsy and epileptic seizures.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Refined multiscale entropy analysis of heart period and QT interval variabilities in long QT syndrome type-1 patients.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Multi-Parametric Model of the Heart from CT Images to Guide Ventricular Tachycardia Ablation.
Proceedings of the Computing in Cardiology, 2013
Automatic Right Ventricle Segmentation in CT Images using a Novel Multi-Scale Edge Detector Approach.
Proceedings of the Computing in Cardiology, 2013
2012
Editorial: TBME Letters Special Section on Multiscale Biomedical Signal and Image Modeling and Analysis.
IEEE Trans. Biomed. Eng., 2012
Efficient automatic classifiers for the detection of A phases of the cyclic alternating pattern in sleep.
Medical Biol. Eng. Comput., 2012
Detection of Fractal Behavior in Temporal Series of Synaptic Quantal Release Events: A Feasibility Study.
Comput. Intell. Neurosci., 2012
Deep and surface hemodynamic signal from functional time resolved transcranial near infrared spectroscopy compared to skin flowmotion.
Comput. Biol. Medicine, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Predictive modeling of cardiovascular complications in incident hemodialysis patients.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Heart rate variability in children with cyanotic and acyanotic congenital heart disease: Analysis by spectral and non linear indices.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Multivariate and multiscale analysis of biomedical signals: Towards a comprehensive approach to medical diagnosis.
Proceedings of CBMS 2012, 2012
2011
Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis: Prediction of Cardiovascular Events and Feature Selection using a Random Forest Approach.
Int. J. Knowl. Discov. Bioinform., 2011
Comput. Methods Programs Biomed., 2011
Alteration of autonomic blood pressure control during hemodialysis in peripheral vascular disease patients.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Amplitude of Dominant T-Wave Alternans assessment on ECGs obtained from a biophysical model.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Arterial blood pressure regulation following aorta clamping and declamping during surgery.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Study of neurovascular and autonomic response in a divided attention test by means of EEG, ECG and NIRS signals.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Cardiovascular Variability Signals - Towards a Quantitative Assessment of the Complexity of Autonomic Controlling Systems with Novel Application Tools.
Proceedings of the BIODEVICES 2011, 2011
2010
IEEE Trans. Inf. Technol. Biomed., 2010
Guest editorial: special section on smart wearable devices for human health and protection.
IEEE Trans. Inf. Technol. Biomed., 2010
IEEE Trans. Inf. Technol. Biomed., 2010
Exploring Cortical Attentional System by Using fMRI during a Continuous Perfomance Test.
Comput. Intell. Neurosci., 2010
2009
IEEE Trans. Biomed. Eng., 2009
Discrimination of Sleep-Apnea-Related Decreases in the Amplitude Fluctuations of PPG Signal in Children by HRV Analysis.
IEEE Trans. Biomed. Eng., 2009
2008
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01632-5, 2008
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01633-2, 2008
Mutual Information Expansion for Studying the Role of Correlations in Population Codes: How Important Are Autocorrelations?
Neural Comput., 2008
J. Digit. Imaging, 2008
My-Heart Project: Analysis of Sleep and Stress Profiles from Biomedical Signal.
Proceedings of the First International Conference on Health Informatics, 2008
Multivariate, Multiorgan and Multiscale Integration of Information in Biomedical Signal Processing.
Proceedings of the First International Conference on Health Informatics, 2008
Evaluation of two-dimensional gel electrophoresis maps by local tangent space alignment: An application to neuroproteomics.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Evaluation and Application of a RBF Neural Network for Online Single-Sweep Extraction of SEPs During Scoliosis Surgery.
IEEE Trans. Biomed. Eng., 2007
Nearly automated analysis of coronary Doppler flow velocity from transthoracic ultrasound images: validation with manual tracings.
Medical Biol. Eng. Comput., 2007
Proceedings of the 4th International Workshop on Wearable and Implantable Body Sensor Networks, 2007
2006
HRV scaling exponent identifies postinfarction patients who might benefit from prophylactic treatment with amiodarone.
IEEE Trans. Biomed. Eng., 2006
Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress.
IEEE Trans. Biomed. Eng., 2006
IEEE Trans. Biomed. Eng., 2006
Implicit and Explicit Model-Based Signal Processing for the Analysis of Short-Term Cardiovascular Interactions.
Proc. IEEE, 2006
Signal processing methods for information enhancement in atrial fibrillation: Spectral analysis and non-linear parameters.
Biomed. Signal Process. Control., 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A Fuzzy-C-Means Cluster ing Algorithm for a Volumetr ic Analysis of Paranasal Sinus and Nasal Cavity Cancer s.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Time-varying Analysis of the Heart Rate Variability during REM and Non REM Sleep Stages.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Semi-Automated Analysis of Coronary Flow Doppler Images: Validation with Manual Tracings.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Analysis of sleep and stress profiles from biomedical signal processing in wearable devices.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Combination of event-related potentials and functional magnetic resonance imaging during single-letter reading.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Multimodal analysis of a sustained attention protocol: Continuous Performance Test assessed with Near Infrared Spectroscopy and EEG.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Combining Near Infrared Spectroscopy and Functional MRI during Continuous Performance Test in Healthy Subjects.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Estimation of the cortical connectivity by high-resolution EEG and structural equation modeling: Simulations and application to finger tapping data.
IEEE Trans. Biomed. Eng., 2005
Comput. Methods Programs Biomed., 2005
2004
Proposed corrections for the quantification of coupling patterns by recurrence plots.
IEEE Trans. Biomed. Eng., 2004
An adaptive neuro-fuzzy method ( <i>ANFIS</i>) for estimating single-trial movement-related potentials.
Biol. Cybern., 2004
Causal transfer function analysis to describe closed loop interactions between cardiovascular and cardiorespiratory variability signals.
Biol. Cybern., 2004
2003
Linear and nonlinear parameters for the analysisof fetal heart rate signal from cardiotocographic recordings.
IEEE Trans. Biomed. Eng., 2003
2002
Coupling patterns between spontaneous rhythms and respiration in cardiovascular variability signals.
Comput. Methods Programs Biomed., 2002
2001
Entropy, entropy rate, and pattern classification as tools to typify complexity in short heart period variability series.
IEEE Trans. Biomed. Eng., 2001
Non-linear coupling of atrial activation processes during atrial fibrillation in humans.
Biol. Cybern., 2001
2000
IEEE Trans. Biomed. Eng., 2000
Prediction of short cardiovascular variability signals based on conditional distribution.
IEEE Trans. Biomed. Eng., 2000
Comparison between Human and Artificial Neural Network Detection of Laplacian-Derived Electroencephalographic Activity Related to Unilateral Voluntary Movements<sup>, </sup>.
Comput. Biomed. Res., 2000
Single sweep analysis of event related auditory potentials for the monitoring of sedation in cardiac surgery patients.
Comput. Methods Programs Biomed., 2000
1999
Biol. Cybern., 1999
1998
Measuring regularity by means of a corrected conditional entropy in sympathetic outflow.
Biol. Cybern., 1998
1997
Multivariate time-variant identification of cardiovascular variability signals: a beat-to-beat spectral parameter estimation in vasovagal syncope.
IEEE Trans. Biomed. Eng., 1997
Spectral decomposition in multichannel recordings based on multivariate parametric identification.
IEEE Trans. Biomed. Eng., 1997
1996
Classification of coupling patterns among spontaneous rhythms and ventilation in the sympathetic discharge of decerebrate cats.
Biol. Cybern., 1996
1982
Proceedings of the IEEE International Conference on Acoustics, 1982