Publications by authors named "Piergiuseppe Liuzzi"

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Temporal network instability and low-frequency overconnectivity underlie disorders of consciousness in severe brain injury.
Diletta Bartolini, Piergiuseppe Liuzzi, Sara Secci, Bahia Hakiki, Maenia Scarpino

Sci Rep· November 2025

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Sleep quality patterns in patients with heart failure: a person-centred latent class analysis from a secondary analysis of the MOTIVATE-HF trial.
Paolo Iovino, Hamilton Dollaku, Rosaria Alvaro, Gianluca Pucciarelli, Laura Rasero, Piergiuseppe Liuzzi

BMJ Open· August 2025

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Respiratory Rehabilitation Index (R2I): Unsupervised Clustering Approach to Identify COPD Subgroups Associated with Rehabilitation Outcomes.
Ester Marra, Piergiuseppe Liuzzi, Andrea Mannini, Isabella Romagnoli, Francesco Gigliotti

Diagnostics (Basel)· August 2025

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Electrophysiological-based automatic subgroups diagnosis of patients with chronic dysimmune polyneuropathies.
Sara Ballanti, Piergiuseppe Liuzzi, Paolo Luca Mattiolo, Maenia Scarpino, Sabrina Matà

J Neuroeng Rehabil· July 2025

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Can artificial intelligence improve the diagnosis and prognosis of disorders of consciousness? A scoping review.
Mirjam Bonanno, Davide Cardile, Piergiuseppe Liuzzi, Antonio Celesti, Giuseppe Micali

Front Artif Intell· May 2025

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Predictors of Recovering Full Consciousness: Results From a Prospective Multisite Italian Study.
Bahia Hakiki, Piergiuseppe Liuzzi, Anna Maria Romoli, Francesca Draghi, Daniela Maccanti

Eur J Neurol· April 2025

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Spontaneous eye blinking as a diagnostic and prognostic marker in disorders of consciousness: Protocol of an international multicentre longitudinal study.
Alfonso Magliacano, Giovanni Scarano, Cinzia Fasano, Andrea Mannini, Piergiuseppe Liuzzi

NeuroRehabilitation· October 2024

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A neurophysiological profiling of the heartbeat-evoked potential in severe acquired brain injuries: A focus on unconsciousness.
Piergiuseppe Liuzzi, Tiziano Cassioli, Sara Secci, Bahia Hakiki, Maenia Scarpino

Eur J Neurosci· August 2024

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Low-density EEG-based Functional Connectivity Discriminates Minimally Conscious State plus from minus.
Sara Secci, Piergiuseppe Liuzzi, Bahia Hakiki, Rachele Burali, Francesca Draghi

Clin Neurophysiol· July 2024

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Quantitative EEG and prognosis for recovery in post-stroke patients: The effect of lesion laterality.
Piergiuseppe Liuzzi, Antonello Grippo, Alessandro Sodero, Chiara Castagnoli, Ilaria Pellegrini

Neurophysiol Clin· May 2024

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Brain microstate spatio-temporal dynamics as a candidate endotype of consciousness.
Piergiuseppe Liuzzi, Andrea Mannini, Bahia Hakiki, Silvia Campagnini, Anna Maria Romoli

Neuroimage Clin· March 2024

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EEG fractal dimensions predict high-level behavioral responses in minimally conscious patients.
Piergiuseppe Liuzzi, Bahia Hakiki, Francesca Draghi, Anna Maria Romoli, Rachele Burali

J Neural Eng· August 2023

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The Consciousness Domain Index: External Validation and Prognostic Relevance of a Data-Driven Assessment.
Piergiuseppe Liuzzi, Bahia Hakiki, Alfonso Magliacano, Giorgio Chiesa, Francesco De Bellis

IEEE J Biomed Health Inform· July 2023

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Neural coding of autonomic functions in different states of consciousness.
Piergiuseppe Liuzzi, Bahia Hakiki, Maenia Scarpino, Rachele Burali, Antonio Maiorelli

J Neuroeng Rehabil· July 2023

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Heart rate variability for the evaluation of patients with disorders of consciousness.
Piergiuseppe Liuzzi, Silvia Campagnini, Bahia Hakiki, Rachele Burali, Maenia Scarpino

Clin Neurophysiol· June 2023

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Machine learning based estimation of dynamic balance and gait adaptability in persons with neurological diseases using inertial sensors.
Piergiuseppe Liuzzi, Ilaria Carpinella, Denise Anastasi, Elisa Gervasoni, Tiziana Lencioni

Sci Rep· May 2023

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Multiplexing Biosensor for the Detection of Extracellular Vesicles as Biomarkers of Tissue Damage and Recovery after Ischemic Stroke.
Silvia Picciolini, Valentina Mangolini, Francesca Rodà, Angelo Montesano, Francesca Arnaboldi, Piergiuseppe Liuzzi

Int J Mol Sci· April 2023

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Can Respiration Complexity Help the Diagnosis of Disorders of Consciousness in Rehabilitation?
Piergiuseppe Liuzzi, Antonello Grippo, Francesca Draghi, Bahia Hakiki, Claudio Macchi

Diagnostics (Basel)· January 2023

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EEG-based methods for recovery prognosis of patients with disorders of consciousness: A systematic review.
Sara Ballanti, Silvia Campagnini, Piergiuseppe Liuzzi, Bahia Hakiki, Maenia Scarpino

Clin Neurophysiol· December 2022

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Predicting Long-Term Recovery of Consciousness in Prolonged Disorders of Consciousness Based on Coma Recovery Scale-Revised Subscores: Validation of a Machine Learning-Based Prognostic Index.
Alfonso Magliacano, Piergiuseppe Liuzzi, Rita Formisano, Antonello Grippo, Efthymios Angelakis

Brain Sci· December 2022

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Study and validation of an explainable machine learning-based mortality prediction following emergency surgery in the elderly: A prospective observational study.
Pietro Fransvea, Giulia Fransvea, Piergiuseppe Liuzzi, Gabriele Sganga, Andrea Mannini

Int J Surg· November 2022

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The Impact of Cerebral Amyloid Angiopathy on Functional Outcome of Patients Affected by Spontaneous Intracerebral Hemorrhage Discharged from Intensive Inpatient Rehabilitation: A Cohort Study.
Carmen Barbato, Piergiuseppe Liuzzi, Anna Maria Romoli, Francesca Draghi, Daniela Maccanti

Diagnostics (Basel)· October 2022

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Cross-validation of predictive models for functional recovery after post-stroke rehabilitation.
Silvia Campagnini, Piergiuseppe Liuzzi, Andrea Mannini, Benedetta Basagni, Claudio Macchi

J Neuroeng Rehabil· September 2022

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Consciousness-Domain Index: a data-driven clustering-based consciousness labeling.
Piergiuseppe Liuzzi, Francesco De Bellis, Alfonso Magliacano, Anna Estraneo, Andrea Mannini

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Cross-Validation of Machine Learning Models for the Functional Outcome Prediction after Post-Stroke Robot-Assisted Rehabilitation.
Silvia Campagnini, Piergiuseppe Liuzzi, Silvia Galeri, Angelo Montesano, Manuela Diverio

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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