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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerBarbieri Riccardo
QualificationFull professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIBIO-01/A - Bioengineering
Curriculum VitaeDownload CV (359.75Kb - 08/08/2023)
OrcIDhttps://orcid.org/0000-0001-9381-3833

Contacts
Office hoursOffice hours is not available yet
E-mailriccardo.barbieri@polimi.it
Personal website---

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

List of publications and reserach products for the year 2025
No product yet registered in the year 2025


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Novel Protocol for the Quantification of Cardiovascular and Autonomic Responses to Urban Environments through Physiological Signals (Show >>)
Brain-Heart Dynamics: Virtual Reality Explores Theta Band’s Role in Emotion Processing (Show >>)
Effects and Impact of Fluid Creep in Intensive Care Unit Patients Receiving Intravenous Fluid Therapy After One Week (Show >>)
Exploring Changes in Cardio-Respiratory Dynamics during Emotional Auditory Stimulation (Show >>)
Reinforcement Learning for Heart Failure Treatment Optimization in the Intensive Care Unit (Show >>)
Subject-Specific Feature Identification of Arousal and Valence Based on EEG (Show >>)
Journal Articles
A Reinforcement Learning Model for Optimal Treatment Strategies in Intensive Care: Assessment of the Role of Cardiorespiratory Features (Show >>)
A reference framework for standardization and harmonization of CT radiomics features on cadaveric sample (Show >>)
CT Cadaveric dataset for Radiomics features stability assessment in lumbar vertebrae (Show >>)
Characterization of Sleep Structure and Autonomic Dysfunction in REM Sleep Behavior Disorder (Show >>)
Comparative Assessment of Physiological Responses to Emotional Elicitation by Auditory and Visual Stimuli (Show >>)
Identifying prognostic factors for survival in intensive care unit patients with SIRS or sepsis by machine learning analysis on electronic health records (Show >>)
Monitoring surgical nociception using multisensor physiological models (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 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 >>)
Decoding Emotions through Music: A Physiological Analysis of Emotion Recognition (Show >>)
Effects of Varying $k$ in $L_{k}$ Norm Similarity Measures on a Reinforcement Learning-Based Clinical Decision Support System (Show >>)
Exploring Emotional Responses in Virtual Reality Through Skin Conductance Signal (Show >>)
Multivariate Classification of Mild and Moderate Hearing Loss Using a Speech-in-Noise Test for Hearing Screening at a Distance (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
A Screening Platform for Hearing Loss and Cognitive Decline: WHISPER (Widespread Hearing Impairment Screening and PrEvention of Risk) (Show >>)
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 >>)


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 >>)
Listening Effort: Cardiovascular Investigation Through the Point Process (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 >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
30/04/2025