List of works - Sergio Cerutti

Analysis of sleep and stress profiles from biomedical signal processing in wearable devices

scientific article published in January 2006

Analysis of the Interactions Between Heart Rate and Blood Pressure Variabilities

Application of higher-order spectral analysis to local field potentials recorded in patients treated with deep brain stimulation.

scientific article

Assessment of cortical response during motor task in adults by a multimodality approach based on fNIRS-EEG, fMRI-EEG, and TMS

Automated interpretation of regional left ventricular wall motion from cardiac magnetic resonance images

scientific article published on 01 January 2006

Automatic detection of a phases of the cyclic alternating pattern during sleep.

scientific article published in January 2010

Automatic quantitative evaluation of emotions in E-learning applications

scientific article published in January 2006

Automatic sleep staging based on ballistocardiographic signals recorded through bed sensors.

scientific article published in January 2010

Biomedical signal and image processing

scientific article published in May 2011

Brain Circuitry Supporting Multi-Organ Autonomic Outflow in Response to Nausea

scientific article

Cardiorespiratory coupling during sleep in difficult-to-control asthmatic patients

scientific article

Characterization of A phases during the cyclic alternating pattern of sleep.

scientific article

Combination of event-related potentials and functional magnetic resonance imaging during single-letter reading.

scientific article published in January 2006

Combining near infrared spectroscopy and functional MRI during continuous performance test in healthy subjects

scientific article published on 01 January 2006

Combining sudomotor nerve impulse estimation with fMRI to investigate the central sympathetic response to nausea

scientific article published in August 2015

Continuous Quantification of Baroreflex and Respiratory Control of Heart Rate by Use of Bivariate Autoregressive Techniques

Cross-bispectral analysis of local field potentials: An application to essential tremor

Cyclic alternating patterns in normal sleep and insomnia: structure and content differences

scientific article published on 27 July 2012

Deep and surface hemodynamic signal from functional time resolved transcranial near infrared spectroscopy compared to skin flowmotion.

scientific article

Detection of sleep apnea from surface ECG based on features extracted by an autoregressive model

scientific article published in January 2007

Discrimination of sleep-apnea-related decreases in the amplitude fluctuations of PPG signal in children by HRV analysis.

scientific article published on 11 November 2008

Dynamic time warping in the analysis of event-related potentials.

scientific article published in January 2005

EEG-informed fMRI analysis during a hand grip task

scientific article published in January 2012

EEG-informed fMRI analysis during a hand grip task: estimating the relationship between EEG rhythms and the BOLD signal

scientific article

Effect of prolonged stimulation on cerebral hemodynamic: a time-resolved fNIRS study

scientific article published in September 2009

Efficient automatic classifiers for the detection of A phases of the cyclic alternating pattern in sleep.

scientific article published on 20 March 2012

Evaluation and application of a RBF neural network for online single-sweep extraction of SEPs during scoliosis surgery.

scientific article published in July 2007

Evaluation of the sleep quality based on bed sensor signals: Time-variant analysis.

scientific article published in January 2010

Event related synchronization and Hilbert Huang transform in the study of motor adaptation: A comparison of methods

GLM analysis of time resolved NIRS data of motor activation during different motor tasks

scientific article

Gender-related differences in non-linear phase synchronizations between subthalamic rhythms in Parkinson's disease

Guest EditorialSpecial Section on Smart Wearable Devices for Human Health and Protection ⬇️

scientific article published on 01 May 2010

Hemorrhage prediction models in surgical intensive care: bedside monitoring data adds information to lab values

scientific article

Identification of sources of low frequency variability of arterial blood pressure: cardiac output acts as a buffer and not as a source ⬇️

scientific article published on January 1, 2010

Independent Component Analysis of EEG-fMRI data for studying epilepsy and epileptic seizures

scientific article

Integrated data analysis for the quantification of emotional responses during video observation

Interaction Between Rhythms in the Human Basal Ganglia: Application of Bispectral Analysis to Local Field Potentials

article

Intra- and extra-cortical activation during a working memory task assessed by time-resolved near-infrared spectroscopy (fNIRS)

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

scientific article published on 8 January 2015

Investigation of the electrophysiological correlates of negative BOLD response during intermittent photic stimulation: An EEG-fMRI study

scientific article published on 14 March 2016

Load-dependent brain activation assessed by time-domain functional near-infrared spectroscopy during a working memory task with graded levels of difficulty.

scientific article published in May 2012

Modulation of the Sympatho-Vagal Balance during Sleep: Frequency Domain Study of Heart Rate Variability and Respiration

scientific article published in 2012

Moving dipoles method detects displacement in N2 and P3 generation in diffuse axonal injury patients.

scientific article published in January 2010

Multimodal analysis of a sustained attention protocol: continuous performance test assessed with near infrared spectroscopy and EEG.

scientific article published in January 2006

Multivariate and multiorgan analysis of cardiorespiratory variability signals: the CAP sleep case

scientific article published in October 2006

Neuroimaging brainstem circuitry supporting cardiovagal response to pain: a combined heart rate variability/ultrahigh-field (7 T) functional magnetic resonance imaging study

scientific article published on May 2016

Non-invasive neuroimaging: Generalized Linear Models for interpreting functional Near Infrared Spectroscopy signals

Parcel-based connectivity analysis of fMRI data for the study of epileptic seizure propagation

scientific article

Principal component analysis for reduction of ocular artefacts in event-related potentials of normal and dyslexic children.

scientific article published in March 2004

Processing of signals recorded through smart devices: sleep-quality assessment

scientific article published on 26 April 2010

Proposal of a combined optoelectronic and electroencephalographic method for the study of kinematic and neural correlates of Motor Adaptation

Psychophysiological signals associated with affective states

scientific article

Quantification of mitral apparatus dynamics in functional and ischemic mitral regurgitation using real-time 3-dimensional echocardiography

article

Signal processing and feature extraction for sleep evaluation in wearable devices.

scientific article published in January 2006

Single trial somatosensory evoked potential extraction with ARX filtering for a combined spinal cord intraoperative neuromonitoring technique.

scientific article

Sleep apnea screening by autoregressive models from a single ECG lead

scientific article published on 25 August 2009

Sleep monitoring through a textile recording system

scientific article published in January 2007

Sleep staging based on signals acquired through bed sensor

scientific article published on 15 April 2010

Sleep staging from Heart Rate Variability: time-varying spectral features and Hidden Markov Models

The haemodynamic response to the interictal epileptic spikes.

scientific article published in January 2007

Time-frequency analysis of biomedical signals

Time-frequency and time-varying analysis for assessing the dynamic responses of cardiovascular control

scientific article published in January 2002

List of works by Sergio Cerutti

Analysis of sleep and stress profiles from biomedical signal processing in wearable devices

Analysis of the Interactions Between Heart Rate and Blood Pressure Variabilities

Application of higher-order spectral analysis to local field potentials recorded in patients treated with deep brain stimulation.

Assessment of cortical response during motor task in adults by a multimodality approach based on fNIRS-EEG, fMRI-EEG, and TMS

Automated interpretation of regional left ventricular wall motion from cardiac magnetic resonance images

Automatic detection of a phases of the cyclic alternating pattern during sleep.

Automatic quantitative evaluation of emotions in E-learning applications

Automatic sleep staging based on ballistocardiographic signals recorded through bed sensors.

Biomedical signal and image processing

Brain Circuitry Supporting Multi-Organ Autonomic Outflow in Response to Nausea

Cardiorespiratory coupling during sleep in difficult-to-control asthmatic patients

Characterization of A phases during the cyclic alternating pattern of sleep.

Combination of event-related potentials and functional magnetic resonance imaging during single-letter reading.

Combining near infrared spectroscopy and functional MRI during continuous performance test in healthy subjects

Combining sudomotor nerve impulse estimation with fMRI to investigate the central sympathetic response to nausea

Continuous Quantification of Baroreflex and Respiratory Control of Heart Rate by Use of Bivariate Autoregressive Techniques

Cross-bispectral analysis of local field potentials: An application to essential tremor

Cyclic alternating patterns in normal sleep and insomnia: structure and content differences

Deep and surface hemodynamic signal from functional time resolved transcranial near infrared spectroscopy compared to skin flowmotion.

Detection of sleep apnea from surface ECG based on features extracted by an autoregressive model

Discrimination of sleep-apnea-related decreases in the amplitude fluctuations of PPG signal in children by HRV analysis.

Dynamic time warping in the analysis of event-related potentials.

EEG-informed fMRI analysis during a hand grip task

EEG-informed fMRI analysis during a hand grip task: estimating the relationship between EEG rhythms and the BOLD signal

Effect of prolonged stimulation on cerebral hemodynamic: a time-resolved fNIRS study

Efficient automatic classifiers for the detection of A phases of the cyclic alternating pattern in sleep.

Evaluation and application of a RBF neural network for online single-sweep extraction of SEPs during scoliosis surgery.

Evaluation of the sleep quality based on bed sensor signals: Time-variant analysis.

Event related synchronization and Hilbert Huang transform in the study of motor adaptation: A comparison of methods

GLM analysis of time resolved NIRS data of motor activation during different motor tasks

Gender-related differences in non-linear phase synchronizations between subthalamic rhythms in Parkinson's disease

Guest EditorialSpecial Section on Smart Wearable Devices for Human Health and Protection ⬇️

Hemorrhage prediction models in surgical intensive care: bedside monitoring data adds information to lab values

Identification of sources of low frequency variability of arterial blood pressure: cardiac output acts as a buffer and not as a source ⬇️

Independent Component Analysis of EEG-fMRI data for studying epilepsy and epileptic seizures

Integrated data analysis for the quantification of emotional responses during video observation

Interaction Between Rhythms in the Human Basal Ganglia: Application of Bispectral Analysis to Local Field Potentials

Intra- and extra-cortical activation during a working memory task assessed by time-resolved near-infrared spectroscopy (fNIRS)

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

Investigation of the electrophysiological correlates of negative BOLD response during intermittent photic stimulation: An EEG-fMRI study

Load-dependent brain activation assessed by time-domain functional near-infrared spectroscopy during a working memory task with graded levels of difficulty.

Modulation of the Sympatho-Vagal Balance during Sleep: Frequency Domain Study of Heart Rate Variability and Respiration

Moving dipoles method detects displacement in N2 and P3 generation in diffuse axonal injury patients.

Multimodal analysis of a sustained attention protocol: continuous performance test assessed with near infrared spectroscopy and EEG.

Multivariate and multiorgan analysis of cardiorespiratory variability signals: the CAP sleep case

Neuroimaging brainstem circuitry supporting cardiovagal response to pain: a combined heart rate variability/ultrahigh-field (7 T) functional magnetic resonance imaging study

Non-invasive neuroimaging: Generalized Linear Models for interpreting functional Near Infrared Spectroscopy signals

Parcel-based connectivity analysis of fMRI data for the study of epileptic seizure propagation

Principal component analysis for reduction of ocular artefacts in event-related potentials of normal and dyslexic children.

Processing of signals recorded through smart devices: sleep-quality assessment

Proposal of a combined optoelectronic and electroencephalographic method for the study of kinematic and neural correlates of Motor Adaptation

Psychophysiological signals associated with affective states

Quantification of mitral apparatus dynamics in functional and ischemic mitral regurgitation using real-time 3-dimensional echocardiography

Signal processing and feature extraction for sleep evaluation in wearable devices.

Single trial somatosensory evoked potential extraction with ARX filtering for a combined spinal cord intraoperative neuromonitoring technique.

Sleep apnea screening by autoregressive models from a single ECG lead

Sleep monitoring through a textile recording system

Sleep staging based on signals acquired through bed sensor

Sleep staging from Heart Rate Variability: time-varying spectral features and Hidden Markov Models

The haemodynamic response to the interictal epileptic spikes.

Time-frequency analysis of biomedical signals

Time-frequency and time-varying analysis for assessing the dynamic responses of cardiovascular control