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2020 – today
- 2023
[j4]Leonardo Corsi, Piergiuseppe Liuzzi
, Sara Ballanti, Maenia Scarpino, Antonio Maiorelli, Raisa Sterpu, Claudio Macchi, Francesca Cecchi, Bahia Hakiki, Antonello Grippo, Antonio Lanatà, Maria Chiara Carrozza, Leonardo Bocchi, Andrea Mannini:
EEG asymmetry detection in patients with severe acquired brain injuries via machine learning methods. Biomed. Signal Process. Control. 79(Part): 104260 (2023)- [j3]Piergiuseppe Liuzzi, Bahia Hakiki, Alfonso Magliacano, Giorgio Chiesa, Francesco De Bellis, Francesca Cecchi, Anna Estraneo, Andrea Mannini:
The Consciousness Domain Index: External Validation and Prognostic Relevance of a Data-Driven Assessment. IEEE J. Biomed. Health Informatics 27(7): 3559-3568 (2023) - 2022
- [j2]Piergiuseppe Liuzzi, Silvia Campagnini, Chiara Fanciullacci, Chiara Arienti, Michele Patrini, Maria Chiara Carrozza, Andrea Mannini:
Predicting SARS-CoV-2 infection duration at hospital admission: a deep learning solution. Medical Biol. Eng. Comput. 60(2): 459-470 (2022) - [c3]Piergiuseppe Liuzzi, Francesco De Bellis, Alfonso Magliacano, Anna Estraneo, Andrea Mannini:
Consciousness-Domain Index: a data-driven clustering-based consciousness labeling. EMBC 2022: 1062-1065 - [c2]Silvia Campagnini, Piergiuseppe Liuzzi, Silvia Galeri, Angelo Montesano, Manuela Diverio, Francesca Cecchi, Catuscia Falsini, Emanuele Langone, Rita Mosca, Marco Germanotta, Maria Chiara Carrozza, Irene Aprile, Andrea Mannini:
Cross-Validation of Machine Learning Models for the Functional Outcome Prediction after Post-Stroke Robot-Assisted Rehabilitation. EMBC 2022: 4950-4953 - 2021
- [j1]Andrea Mannini, Bahia Hakiki, Piergiuseppe Liuzzi, Silvia Campagnini, Annamaria Romoli, Francesca Draghi, Claudio Macchi, Maria Chiara Carrozza:
Data-driven prediction of decannulation probability and timing in patients with severe acquired brain injury. Comput. Methods Programs Biomed. 209: 106345 (2021) - [c1]Elisa Setti, Piergiuseppe Liuzzi, Silvia Campagnini, Chiara Fanciullacci, Chiara Arienti, Michele Patrini, Andrea Mannini, Maria Chiara Carrozza:
Predicting post COVID-19 rehabilitation duration with linear kernel SVR. BHI 2021: 1-5
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