Sfoglia per Autore
A polysomnography study examining the association between sleep and postoperative delirium in older hospitalized cardiac surgical patients
2021-01-01 Ibala, R.; Mekonnen, J.; Gitlin, J.; Hahm, E. Y.; Ethridge, B. R.; Colon, K. M.; Marota, S.; Ortega, C.; Pedemonte, J. C.; Cobanaj, M.; Chamadia, S.; Qu, J.; Gao, L.; Barbieri, R.; Akeju, O.
Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics
2021-01-01 Zanet, M.; Polo, E. M.; Lenatti, M.; Van Waterschoot, T.; Mongelli, M.; Barbieri, R.; Paglialonga, A.
A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity
2021-01-01 Subramanian, S.; Purdon, P. L.; Barbieri, R.; Brown, E. N.
Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity
2021-01-01 Subramanian, S.; Tseng, B.; Barbieri, R.; Brown, E. N.
Assessment of Sepsis in the ICU by Linear and Complex Characterization of Cardiovascular Dynamics
2021-01-01 Mollura, Maximiliano; Lehman, Li-wei; Barbieri, Riccardo
Advanced computation in cardiovascular physiology: New challenges and opportunities
2021-01-01 Valenza, G.; Faes, L.; Toschi, N.; Barbieri, R.
A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis
2021-01-01 Mollura, Maximiliano; Lehman, Li-Wei H.; Mark, Roger G.; Barbieri, Riccardo
Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding
2021-01-01 Levi, R.; Carli, F.; Arevalo, A. R.; Altinel, Y.; Stein, D. J.; Naldini, M. M.; Grassi, F.; Zanoni, A.; Finkelstein, S.; Vieira, S. M.; Sousa, J.; Barbieri, R.; Celi, L. A.
An AI-based cardiovascular monitoring tool for sepsis identification in ICU
2021-01-01 Mollura, Maximiliano; Lehman, Li-wei; Barbieri, Riccardo
Functional brain-heart interplay extends to the multifractal domain
2021-01-01 Catrambone, V.; Barbieri, R.; Wendt, H.; Abry, P.; Valenza, G.
Comparison of different emotion stimulation modalities: an EEG signal analysis
2022-01-01 Farabbi, Andrea; Polo, Edoardo M; Barbieri, Riccardo; Mainardi, Luca
Characterization of Physiologic Patients' Response to Fluid Interventions in the Intensive Care Unit
2022-01-01 Mollura, M.; Salerni, C.; Lehman, L. -W.; Barbieri, R.
Optimal Fluid and Vasopressor Interventions in Septic ICU Patients Through Reinforcement Learning Model
2022-01-01 Mollura, Maximiliano; Drudi, Cristian; Lehman, Li-wei; Barbieri, Riccardo
Heart Rate Variability in Spontaneous and Controlled Breathing: a HF power vs. Parasympathetic Activity Index study
2022-01-01 Valenza, G.; Saul, J. P.; Barbieri, R.
Tonic Electrodermal Activity is a Robust Marker of Psychological and Physiological Changes during Induction of Anesthesia
2022-01-01 Tseng, B.; Subramanian, S.; Barbieri, R.; Brown, E. N.
Analysis of the skin conductance and pupil signals for evaluation of emotional elicitation by images and sounds
2022-01-01 Polo, Edoardo Maria; Farabbi, Andrea; Mollura, Maximiliano; Barbieri, Riccardo; Paglialonga, Alessia; Mainardi, Luca
Antibody Titer Correlates with Omicron Infection in Vaccinated Healthcare Workers
2022-01-01 Mollura, M.; Sarti, R.; Levi, R.; Pozzi, C.; Azzolini, E.; Politi, L. S.; Mantovani, A.; Barbieri, R.; Rescigno, M.
A Novel Approach for Segment-Length Selection Based on Stationarity to Perform Effective Connectivity Analysis Applied to Resting-State EEG Signals
2022-01-01 Gongora, L.; Paglialonga, A.; Mastropietro, A.; Rizzo, G.; Barbieri, R.
Analysis of physiological and non-contact signals to evaluate the emotional component in consumer preferences
2022-01-01 Laureanti, Rita; Barbieri, Riccardo; Cerina, Luca; Mainardi, Luca
Optimization of respiratory-gated auricular vagus afferent nerve stimulation for the modulation of blood pressure in hypertension
2022-01-01 Garcia, R. G.; Staley, R.; Aroner, S.; Stowell, J.; Sclocco, R.; Napadow, V.; Barbieri, R.; Goldstein, J. M.
Evaluation of Machine Learning Algorithms and Explainability Techniques to Detect Hearing Loss From a Speech-in-Noise Screening Test
2022-01-01 Lenatti, Marta; Moreno-Sánchez, Pedro A; Polo, Edoardo M; Mollura, Maximiliano; Barbieri, Riccardo; Paglialonga, Alessia
An unsupervised automated paradigm for artifact removal from electrodermal activity in an uncontrolled clinical setting
2022-01-01 Subramanian, S.; Tseng, B.; Barbieri, R.; Brown, E. N.
Characterizing cardiac autonomic dynamics of fear learning in humans
2022-01-01 Battaglia, S.; Orsolini, S.; Borgomaneri, S.; Barbieri, R.; Diciotti, S.; di Pellegrino, G.
Validation of Sympathetic Activity Index from Heartbeat series: a Preliminary Study on Pre-ejection periods
2022-01-01 Valenza, G.; Nackley, B.; Friedman, B. H.; Barbieri, R.
Analysis of immunization time, amplitude, and adverse events of seven different vaccines against SARS-CoV-2 across four different countries
2022-01-01 Romero-Ibarguengoitia, M. E.; Gonzalez-Cantu, A.; Pozzi, C.; Levi, R.; Mollura, M.; Sarti, R.; Sanz-Sanchez, M. A.; Rivera-Salinas, D.; Hernandez-Ruiz, Y. G.; Armendariz-Vazquez, A. G.; Del Rio-Parra, G. F.; Barco-Flores, I. A.; Gonzalez-Facio, R.; Azzolini, E.; Barbieri, R.; de Azevedo Dias, A. R.; Henriques Guimaraes Junior, M.; Bastos-Borges, A.; Acciardi, C.; Paez-Bo, G.; Teixeira, M. M.; Rescigno, M.
Functional assessment of bidirectional cortical and peripheral neural control on heartbeat dynamics: A brain-heart study on thermal stress
2022-01-01 Candia-Rivera, Diego; Catrambone, Vincenzo; Barbieri, Riccardo; Valenza, Gaetano
Artificial intelligence-based radiomics on computed tomography of lumbar spine in subjects with fragility vertebral fractures
2022-01-01 Biamonte, E.; Levi, R.; Carrone, F.; Vena, W.; Brunetti, A.; Battaglia, M.; Garoli, F.; Savini, G.; Riva, M.; Ortolina, A.; Tomei, M.; Angelotti, G.; Laino, M. E.; Savevski, V.; Mollura, M.; Fornari, M.; Barbieri, R.; Lania, A. G.; Grimaldi, M.; Politi, L. S.; Mazziotti, G.
Exploring metrics for the characterization of the cerebral autoregulation during head-up tilt and propofol general anesthesia
2022-01-01 Bari, V.; Barbarossa, L.; Gelpi, F.; Cairo, B.; De Maria, B.; Tonon, D.; Rossato, G.; Faes, L.; Ranucci, M.; Barbieri, R.; Porta, A.
A Reinforcement Learning Application for Optimal Fluid and Vasopressor Interventions in Septic ICU Patients
2022-01-01 Mollura, Maximiliano; Drudi, Cristian; Lehman, Li-Wei; Barbieri, Riccardo
A new framework for modeling the bidirectional interplay between brain oscillations and cardiac sympathovagal activity
2022-01-01 Candia-Rivera, D.; Catrambone, V.; Barbieri, R.; Valenza, G.
Analysis of Reward Formulation Based on Mean Arterial Pressure in Reinforcement Learning for Critically Ill Septic Patient
2023-01-01 Drudi, Cristian; Mollura, Maximiliano; Barbieri, Riccardo
Effects of Varying $k$ in $L_{k}$ Norm Similarity Measures on a Reinforcement Learning-Based Clinical Decision Support System
2023-01-01 Drudi, Cristian; Mollura, Maximiliano; Barbieri, Riccardo
Predicting Comatose Patient's Outcome Using Brain Functional Connectivity with a Random Forest Model
2023-01-01 Sampaio, Inês; Leccardi, Matteo; Drudi, Cristian; Liu, Jiaying; Righetti, Francesca; Maria Bianchi, Anna; Barbieri, Riccardo; Mainardi, Luca
Characterization of autonomic states by complex sympathetic and parasympathetic dynamics*
2023-01-01 Nardelli, Mimma; Citi, Luca; Barbieri, Riccardo; Valenza, Gaetano
Characterization of the Intelligibility of Vowel–Consonant–Vowel (VCV) Recordings in Five Languages for Application in Speech-in-Noise Screening in Multilingual Settings
2023-01-01 Rocco, Giulia; Bernardi, Giuliano; Ali, Randall; van Waterschoot, Toon; Polo, Edoardo Maria; Barbieri, Riccardo; Paglialonga, Alessia
Adverse Events to Comirnaty Vaccine Are Linked to Sex, Age and BMI: Should We Consider Reducing the Dose for Females?
2023-01-01 Azzolini, Elena; Mollura, Maximiliano; Pozzi, Chiara; Ubaldi, Leonardo; Mantovani, Alberto; Selmi, Carlo; Barbieri, Riccardo; Rescigno, Maria
The impact of healthy pregnancy on features of heart rate variability and pulse wave morphology derived from wrist-worn photoplethysmography
2023-01-01 Bester, M.; Almario Escorcia, M. J.; Fonseca, P.; Mollura, M.; van Gilst, M. M.; Barbieri, R.; Mischi, M.; van Laar, J. O. E. H.; Vullings, R.; Joshi, R.
Efficacy of Six Different SARS-CoV-2 Vaccines during a Six-Month Follow-Up and Five COVID-19 Waves in Brazil and Mexico
2023-01-01 Romero-Ibarguengoitia, Maria Elena; Rivera-Salinas, Diego; Sarti, Riccardo; Levi, Riccardo; Mollura, Maximiliano; Garza-Silva, Arnulfo; Rivera-Cavazos, Andrea; Hernández-Ruíz, Yodira Guadalupe; Barco-Flores, Irene Antonieta; González-Cantú, Arnulfo; Sanz-Sánchez, Miguel Ángel; Guimarães Júnior, Milton Henriques; Pozzi, Chiara; Barbieri, Riccardo; Morales-Rodriguez, Devany Paola; Texeira, Mauro Martins; Rescigno, Maria
Causal influence of brainstem response to transcutaneous vagus nerve stimulation on cardiovagal outflow
2023-01-01 Toschi, Nicola; Duggento, Andrea; Barbieri, Riccardo; Garcia, Ronald G.; Fisher, Harrison P.; Kettner, Norman W.; Napadow, Vitaly; Sclocco, Roberta
Statistical shape modeling-based algorithm for replacing missing beats in blood pressure signals
2023-01-01 Garagnani, Margherita; Mollura, Maximiliano; Barbieri, Riccardo
Physiologic dead space is independently associated with mortality and discharge of mechanically ventilated patients with COVID-19 ARDS: a retrospective study
2023-01-01 Mollura, Maximiliano; Baroncelli, Francesca; Mandelli, Giulia; Tricella, Giovanni; Weissman, Gary E.; Poole, Daniele; Caironi, Pietro; Celi, Leo Anthony; Barbieri, Riccardo; Finazzi, Stefano
CT-based radiomics can identify physiological modifications of bone structure related to subjects’ age and sex
2023-01-01 Levi, Riccardo; Garoli, Federico; Battaglia, Massimiliano; Rizzo, Dario A. A.; Mollura, Maximilliano; Savini, Giovanni; Riva, Marco; Tomei, Massimo; Ortolina, Alessandro; Fornari, Maurizio; Rohatgi, Saurabh; Angelotti, Giovanni; Savevski, Victor; Mazziotti, Gherardo; Barbieri, Riccardo; Grimaldi, Marco; Politi, Letterio S.
Reinforcement Learning for Heart Failure Treatment Optimization in the Intensive Care Unit
2024-01-01 Drudi, Cristian; Fechner, Moritz; Mollura, Maximiliano; Pace, Alizée; Rätsch, Gunnar; Barbieri, Riccardo
Understanding the role of emotion in decision making process: using machine learning to analyze physiological responses to visual, auditory, and combined stimulation
2024-01-01 Polo, Edoardo Maria; Farabbi, Andrea; Mollura, Maximiliano; Mainardi, Luca; Barbieri, Riccardo
A Novel Protocol for the Quantification of Cardiovascular and Autonomic Responses to Urban Environments through Physiological Signals
2024-01-01 Maninetti, Chiara; Laureanti, Rita; Piga, Barbara; Rainisio, Nicola; Boffi, Marco; Stancato, Gabriele; Mainardi, Luca; Barbieri, Riccardo
Effects and Impact of Fluid Creep in Intensive Care Unit Patients Receiving Intravenous Fluid Therapy After One Week
2024-01-01 Carpani, Giulia; Mollura, Maximiliano; Finazzi, Stefano; Baroncelli, Francesca; Barbieri, Riccardo
Monitoring surgical nociception using multisensor physiological models
2024-01-01 Subramanian, Sandya; Tseng, Bryan; del Carmen, Marcela; Goodman, Annekathryn; Dahl, Douglas M.; Barbieri, Riccardo; Brown, Emery N.
Identifying prognostic factors for survival in intensive care unit patients with SIRS or sepsis by machine learning analysis on electronic health records
2024-01-01 Mollura, Maximiliano; Chicco, Davide; Paglialonga, Alessia; Barbieri, Riccardo
Comparative Assessment of Physiological Responses to Emotional Elicitation by Auditory and Visual Stimuli
2024-01-01 Polo, Edoardo M; Farabbi, Andrea; Mollura, Maximiliano; Paglialonga, Alessia; Mainardi, Luca; Barbieri, Riccardo
Subject-Specific Feature Identification of Arousal and Valence Based on EEG
2024-01-01 Polo, Edoardo Maria; Farabbi, Andrea; Milekic, Maja; Steyde, Giulio; Signorini, Maria Gabriella; Figueiredo, Patricia; Mainardi, Luca; Barbieri, Riccardo
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