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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni sul docente
DocenteBarbieri Riccardo
QualificaProfessore associato a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Settore Scientifico DisciplinareING-INF/06 - Bioingegneria Elettronica E Informatica
Curriculum VitaeScarica il CV (359.75Kb - 08/08/2023)

Orario di ricevimentoOrario di ricevimento non ancora disponibile
Pagina web redatta a cura del docente--

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2024 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Articoli su riviste
Comparative Assessment of Physiological Responses to Emotional Elicitation by Auditory and Visual Stimuli (Mostra >>)

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

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

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

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