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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorBarbieri Riccardo
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/06 - Electronic And Informatics Bioengineering
Curriculum VitaeDownload CV (359.75Kb - 08/08/2023)
OrcIDhttps://orcid.org/0000-0001-9381-3833

Contacts
Professor's office hoursProfessor's office hours is not available yet
E-mailriccardo.barbieri@polimi.it
Professor's personal website--

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Comparative Assessment of Physiological Responses to Emotional Elicitation by Auditory and Visual Stimuli (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Analysis of Reward Formulation Based on Mean Arterial Pressure in Reinforcement Learning for Critically Ill Septic Patient (Show >>)
Effects of Varying $k$ in $L_{k}$ Norm Similarity Measures on a Reinforcement Learning-Based Clinical Decision Support System (Show >>)
Predicting Comatose Patient's Outcome Using Brain Functional Connectivity with a Random Forest Model (Show >>)
Statistical shape modeling-based algorithm for replacing missing beats in blood pressure signals (Show >>)
Journal Articles
Adverse Events to Comirnaty Vaccine Are Linked to Sex, Age and BMI: Should We Consider Reducing the Dose for Females? (Show >>)
CT-based radiomics can identify physiological modifications of bone structure related to subjects’ age and sex (Show >>)
Causal influence of brainstem response to transcutaneous vagus nerve stimulation on cardiovagal outflow (Show >>)
Characterization of autonomic states by complex sympathetic and parasympathetic dynamics* (Show >>)
Characterization of the Intelligibility of Vowel–Consonant–Vowel (VCV) Recordings in Five Languages for Application in Speech-in-Noise Screening in Multilingual Settings (Show >>)
Efficacy of Six Different SARS-CoV-2 Vaccines during a Six-Month Follow-Up and Five COVID-19 Waves in Brazil and Mexico (Show >>)
Physiologic dead space is independently associated with mortality and discharge of mechanically ventilated patients with COVID-19 ARDS: a retrospective study (Show >>)
The impact of healthy pregnancy on features of heart rate variability and pulse wave morphology derived from wrist-worn photoplethysmography (Show >>)
Understanding the role of emotion in decision making process: using machine learning to analyze physiological responses to visual, auditory, and combined stimulation (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Reinforcement Learning Application for Optimal Fluid and Vasopressor Interventions in Septic ICU Patients (Show >>)
A new framework for modeling the bidirectional interplay between brain oscillations and cardiac sympathovagal activity (Show >>)
Analysis of the skin conductance and pupil signals for evaluation of emotional elicitation by images and sounds (Show >>)
Characterization of Physiologic Patients' Response to Fluid Interventions in the Intensive Care Unit (Show >>)
Comparison of different emotion stimulation modalities: an EEG signal analysis (Show >>)
Heart Rate Variability in Spontaneous and Controlled Breathing: a HF power vs. Parasympathetic Activity Index study (Show >>)
Optimal Fluid and Vasopressor Interventions in Septic ICU Patients Through Reinforcement Learning Model (Show >>)
Tonic Electrodermal Activity is a Robust Marker of Psychological and Physiological Changes during Induction of Anesthesia (Show >>)
Validation of Sympathetic Activity Index from Heartbeat series: a Preliminary Study on Pre-ejection periods (Show >>)
Journal Articles
A Novel Approach for Segment-Length Selection Based on Stationarity to Perform Effective Connectivity Analysis Applied to Resting-State EEG Signals (Show >>)
An unsupervised automated paradigm for artifact removal from electrodermal activity in an uncontrolled clinical setting (Show >>)
Analysis of immunization time, amplitude, and adverse events of seven different vaccines against SARS-CoV-2 across four different countries (Show >>)
Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences (Show >>)
Antibody Titer Correlates with Omicron Infection in Vaccinated Healthcare Workers (Show >>)
Artificial intelligence-based radiomics on computed tomography of lumbar spine in subjects with fragility vertebral fractures (Show >>)
Characterizing cardiac autonomic dynamics of fear learning in humans (Show >>)
Evaluation of Machine Learning Algorithms and Explainability Techniques to Detect Hearing Loss From a Speech-in-Noise Screening Test (Show >>)
Exploring metrics for the characterization of the cerebral autoregulation during head-up tilt and propofol general anesthesia (Show >>)
Functional assessment of bidirectional cortical and peripheral neural control on heartbeat dynamics: A brain-heart study on thermal stress (Show >>)
Optimization of respiratory-gated auricular vagus afferent nerve stimulation for the modulation of blood pressure in hypertension (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Recensioni su riviste
Advanced computation in cardiovascular physiology: New challenges and opportunities (Show >>)
Abstract in Atti di convegno
An AI-based cardiovascular monitoring tool for sepsis identification in ICU (Show >>)
Conference proceedings
Analysis of the Effect of Emotion Elicitation on the Cardiovascular System (Show >>)
Assessment of Sepsis in the ICU by Linear and Complex Characterization of Cardiovascular Dynamics (Show >>)
Development and Evaluation of a Novel Method for Adult Hearing Screening: Towards a Dedicated Smartphone App (Show >>)
Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method (Show >>)
Preliminary Evaluation of a Novel Language Independent Speech-in-Noise Test for Adult Hearing Screening (Show >>)
Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity (Show >>)
Journal Articles
A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity (Show >>)
A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis (Show >>)
A polysomnography study examining the association between sleep and postoperative delirium in older hospitalized cardiac surgical patients (Show >>)
Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding (Show >>)
Bayesian supervised machine learning classification of neural networks with pathological perturbations (Show >>)
Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity (Show >>)
Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics (Show >>)
Functional brain-heart interplay extends to the multifractal domain (Show >>)
Integral pulse frequency modulation model driven by sympathovagal dynamics: Synthetic vs. real heart rate variability (Show >>)
Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors (Show >>)
Quantitative assessment of the relationship between behavioral and autonomic dynamics during propofol-induced unconsciousness (Show >>)
Respiratory-gated auricular vagal afferent nerve stimulation (RAVANS) modulates brain response to stress in major depression (Show >>)
Time-Resolved Brain-to-Heart Probabilistic Information Transfer Estimation Using Inhomogeneous Point-Process Models (Show >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Point Process Framework for the Characterization of Fetal Sleep States (Show >>)
Advanced signal processing algorithms for cardiorespiratory monitoring in the neonatal intensive care unit (Show >>)
Altered Autonomic Response in Patients with Persistent Postural-Perceptual Dizziness during Simulated Vertical Self-Motion (Show >>)
An Inhomogeneous Point-process Model for the Assessment of the Brain-to-Heart Functional Interplay: A Pilot Study (Show >>)
Analysis of physiological and non-contact signals for the assessment of emotional components in consumer preference (Show >>)
Analyzing Transitions in Anesthesia by Multimodal Characterization of Autonomic State (Show >>)
Assessing an Automatic Procedure of Extraction of Physiological Parameters from Skin using Video Photoplethysmography (Show >>)
Assessment of Heart Rate Variability Derived from Blood Pressure Pulse Recordings in Intensive Care Unit Patients (Show >>)
Characterization of Eye Gaze and Pupil Diameter Measurements from Remote and Mobile Eye-Tracking Devices (Show >>)
Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State (Show >>)
Effects of Respiratory-Gated Auricular Vagal Afferent Nerve Stimulation (RAVANS) in Hypertensive Patients during the Handgrip experiment (Show >>)
Frequency dependent functional brain reorganization in anesthesia is specific to drug concentration (Show >>)
Frequency-Dependent Effects of Exhalatory-Gated Transcutaneous Vagus Nerve Stimulation on Cardiac Autonomic Regulation in Hypertension (Show >>)
Instantaneous Brain-to-Heart Functional Assessment using Inhomogeneous Point-process Models: a Proof of Concept Study (Show >>)
Intrinsic Complexity of Sympathetic and Parasympathetic Dynamics from HRV series: A Preliminary Study on Postural Changes (Show >>)
Irregularity Analysis of Sympathetic and Parasympathetic Activity Indices from HRV: A Pilot Study on Postural Changes (Show >>)
Modulatory Effects of Respiratory-Gated Auricular Vagal Nerve Stimulation on Cardiovagal Activity in Hypertension (Show >>)
Multimodal vs Unimodal Estimation of Sympathetic-Driven Arousal States (Show >>)
Multiscale Eigen Analysis on EEG and Heartbeat Dynamics: a Pilot study (Show >>)
Prediction of Septic Shock Onset in ICU by Instantaneous Monitoring of Vital Signs (Show >>)
Quantifying Functional Links between Brain and Heartbeat Dynamics in the Multifractal Domain: A Preliminary Analysis (Show >>)
The role of waveform monitoring in Sepsis identification within the first hour of Intensive Care Unit stay (Show >>)
Towards Disentangling the Contribution of Different Pathways for the Regulation of Cardiac Activity: A Pilot Study (Show >>)
Validation of Sympathetic Activity Index from Heart Rate Variability series: A Preliminary Muscle Sympathetic Nerve Activity Study (Show >>)
Wavelet-based Multifractal Analysis of Heartbeat Dynamics: Non-Gaussian Expansion vs. Cumulants (Show >>)
Journal Articles
An automated speech-in-noise test for remote testing: Development and preliminary evaluation (Show >>)
Assessing Autonomic Function from Electrodermal Activity and Heart Rate Variability During Cold-Pressor Test and Emotional Challenge (Show >>)
Impact of sex and depressed mood on the central regulation of cardiac autonomic function (Show >>)
Improved tracking of sevoflurane anesthetic states with drug-specific machine learning models (Show >>)
Point process temporal structure characterizes electrodermal activity (Show >>)
Stimulus frequency modulates brainstem response to respiratory-gated transcutaneous auricular vagus nerve stimulation (Show >>)
Uncovering complex central autonomic networks at rest: A functional magnetic resonance imaging study on complex cardiovascular oscillations (Show >>)
manifesti v. 3.5.17 / 3.5.17
Area Servizi ICT
26/05/2024