Piergiuseppe Liuzzi

Predicting outcome of patients with prolonged disorders of consciousness using machine learning models based on medical complexity

Piergiuseppe Liuzzi, Alfonso Magliacano, Francesco De Bellis et al. · Scientific Reports · 2022 · 38 citations · Full text

Machine Learning, Diagnosis, Neurological Rehabilitation +29

Cross-validation of predictive models for functional recovery after post-stroke rehabilitation

Silvia Campagnini, Piergiuseppe Liuzzi, Andrea Mannini et al. · Journal of NeuroEngineering and Rehabilitation · 2022 · 36 citations · Full text

Merging Clinical and EEG Biomarkers in an Elastic-Net Regression for Disorder of Consciousness Prognosis Prediction

Piergiuseppe Liuzzi, Antonello Grippo, Silvia Campagnini et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2022 · 34 citations · Full text

Neuropsychology, Neurophysiological Biomarkers, Neurological Rehabilitation +28

Machine learning based estimation of dynamic balance and gait adaptability in persons with neurological diseases using inertial sensors

Piergiuseppe Liuzzi, Ilaria Carpinella, Denise Anastasi et al. · Scientific Reports · 2023 · 23 citations · Full text

Data-driven prediction of decannulation probability and timing in patients with severe acquired brain injury

Andrea Mannini, Bahia Hakiki, Piergiuseppe Liuzzi et al. · Computer Methods and Programs in Biomedicine · 2021 · 21 citations

Prognostic Evaluation, Neuroimaging Biomarkers, Medicine +14