Sergio Cerutti

According to our database1, Sergio Cerutti
  • authored at least 71 papers between 1982 and 2017.
  • has a "Dijkstra number"2 of five.

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 
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Links

On csauthors.net:

Bibliography

2017
Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values.
IEEE J. Biomedical and Health Informatics, 2017

Integrated data analysis for the quantification of emotional responses during video observation.
Proceedings of the IEEE 3rd 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

2015
Investigation of negative BOLD responses in human brain through NIRS technique. A visual stimulation study.
NeuroImage, 2015

High-resolution quantitative imaging of the substantia nigra.
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

Wiener-Granger causality in QT-HP variability interactions.
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
Dissecting Heart Failure Through the Multiscale Approach of Systems Medicine.
IEEE Trans. Biomed. Engineering, 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

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

Insomnia types and sleep microstructure dynamics.
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

2012
Editorial: TBME Letters Special Section on Multiscale Biomedical Signal and Image Modeling and Analysis.
IEEE Trans. Biomed. Engineering, 2012

Efficient automatic classifiers for the detection of A phases of the cyclic alternating pattern in sleep.
Med. Biol. Engineering and Computing, 2012

Detection of Fractal Behavior in Temporal Series of Synaptic Quantal Release Events: A Feasibility Study.
Comp. Int. and Neurosc., 2012

Deep and surface hemodynamic signal from functional time resolved transcranial near infrared spectroscopy compared to skin flowmotion.
Comp. in Bio. and Med., 2012

Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis.
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

EEG-informed fMRI analysis during a hand grip task.
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

Cardiorespiratory coupling during sleep in difficult-to-control asthmatic patients.
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.
IJKDB, 2011

Assessment of the EEG complexity during activations from sleep.
Computer Methods and Programs in Biomedicine, 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
Sleep staging based on signals acquired through bed sensor.
IEEE Trans. Information Technology in Biomedicine, 2010

Guest editorial: special section on smart wearable devices for human health and protection.
IEEE Trans. Information Technology in Biomedicine, 2010

Processing of signals recorded through smart devices: sleep-quality assessment.
IEEE Trans. Information Technology in Biomedicine, 2010

Exploring Cortical Attentional System by Using fMRI during a Continuous Perfomance Test.
Comp. Int. and Neurosc., 2010

2009
Sleep Apnea Screening by Autoregressive Models From a Single ECG Lead.
IEEE Trans. Biomed. Engineering, 2009

Discrimination of Sleep-Apnea-Related Decreases in the Amplitude Fluctuations of PPG Signal in Children by HRV Analysis.
IEEE Trans. Biomed. Engineering, 2009

2008
Understanding Atrial Fibrillation: The Signal Processing Contribution, Part II
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2008

Understanding Atrial Fibrillation: The Signal Processing Contribution, Part I
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2008

Mutual Information Expansion for Studying the Role of Correlations in Population Codes: How Important Are Autocorrelations?
Neural Computation, 2008

On arousal from sleep: time-frequency analysis.
Med. Biol. Engineering and Computing, 2008

A Nonrigid Registration of MR Breast Images Using Complex-valued Wavelet Transform.
J. Digital 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. Engineering, 2007

Nearly automated analysis of coronary Doppler flow velocity from transthoracic ultrasound images: validation with manual tracings.
Med. Biol. Engineering and Computing, 2007

Role of signal processing in wearable devices: application to sleep evaluation.
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. Engineering, 2006

Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress.
IEEE Trans. Biomed. Engineering, 2006

Recent Advances in Heart Rate Variability Signal Processing and Interpretation.
IEEE Trans. Biomed. Engineering, 2006

Implicit and Explicit Model-Based Signal Processing for the Analysis of Short-Term Cardiovascular Interactions.
Proceedings of the IEEE, 2006

Signal processing methods for information enhancement in atrial fibrillation: Spectral analysis and non-linear parameters.
Biomed. Signal Proc. and Control, 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. Engineering, 2005

Analysis of esophageal atrial recordings through wavelet packets decomposition.
Computer Methods and Programs in Biomedicine, 2005

2004
Proposed corrections for the quantification of coupling patterns by recurrence plots.
IEEE Trans. Biomed. Engineering, 2004

An adaptive neuro-fuzzy method ( ANFIS) for estimating single-trial movement-related potentials.
Biological Cybernetics, 2004

Causal transfer function analysis to describe closed loop interactions between cardiovascular and cardiorespiratory variability signals.
Biological Cybernetics, 2004

2003
Linear and nonlinear parameters for the analysisof fetal heart rate signal from cardiotocographic recordings.
IEEE Trans. Biomed. Engineering, 2003

2002
Coupling patterns between spontaneous rhythms and respiration in cardiovascular variability signals.
Computer Methods and Programs in Biomedicine, 2002

2001
Entropy, entropy rate, and pattern classification as tools to typify complexity in short heart period variability series.
IEEE Trans. Biomed. Engineering, 2001

Non-linear coupling of atrial activation processes during atrial fibrillation in humans.
Biological Cybernetics, 2001

2000
Special topic section on advances in statistical signal processing for medicine.
IEEE Trans. Biomed. Engineering, 2000

Prediction of short cardiovascular variability signals based on conditional distribution.
IEEE Trans. Biomed. Engineering, 2000

Comparison between Human and Artificial Neural Network Detection of Laplacian-Derived Electroencephalographic Activity Related to Unilateral Voluntary Movements, .
Comp. and Biomed. Research, 2000

Single sweep analysis of event related auditory potentials for the monitoring of sedation in cardiac surgery patients.
Computer Methods and Programs in Biomedicine, 2000

1999
Conditional entropy approach for the evaluation of the coupling strength.
Biological Cybernetics, 1999

1998
Measuring regularity by means of a corrected conditional entropy in sympathetic outflow.
Biological Cybernetics, 1998

1996
Classification of coupling patterns among spontaneous rhythms and ventilation in the sympathetic discharge of decerebrate cats.
Biological Cybernetics, 1996

1982
A Kalman filter procedure for the processing of the electroencephalogram.
Proceedings of the IEEE International Conference on Acoustics, 1982


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