Cross-Validation of Machine Learning Models for the Functional Outcome Prediction after Post-Stroke Robot-Assisted Rehabilitation

Authors: Campagnini, Silvia, Liuzzi, Piergiuseppe, Galeri, Silvia, Montesano, Angelo, Diverio, Manuela, Cecchi, Francesca, Falsini, Catuscia, Langone, Emanuele, Mosca, Rita, Germanotta, Marco, Carrozza, Maria Chiara, Aprile, Irene, Mannini, Andrea

Source: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2022 44th Annual International Conference of the IEEE. :4950-4953 Jul, 2022

Relation: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Implications of the Consciousness State on Decannulation in Patients With a Prolonged Disorder of Consciousness

Authors: Draghi, Francesca, Pancani, Silvia, De Nisco, Agnese, Romoli, Anna Maria, Maccanti, Daniela, Burali, Rachele, Grippo, Antonello, Macchi, Claudio, Cecchi, Francesca, Hakiki, Bahia

Source: In Archives of Physical Medicine and Rehabilitation September 2024 105(9):1691-1699

Low-density EEG-based Functional Connectivity Discriminates Minimally Conscious State plus from minus

Authors: Secci, Sara, Liuzzi, Piergiuseppe, Hakiki, Bahia, Burali, Rachele, Draghi, Francesca, Romoli, Anna Maria, di Palma, Azzurra, Scarpino, Maenia, Grippo, Antonello, Cecchi, Francesca, Frosini, Andrea, Mannini, Andrea

Source: In Clinical Neurophysiology July 2024 163:197-208

Quantitative EEG and prognosis for recovery in post-stroke patients: The effect of lesion laterality

Authors: Liuzzi, Piergiuseppe ^{a, b, ⁎}, Grippo, Antonello ^a, Sodero, Alessandro ^a, Castagnoli, Chiara ^a, Pellegrini, Ilaria ^a, Burali, Rachele ^a, Toci, Tanita ^a, Barretta, Teresa ^a, Mannini, Andrea ^a, Hakiki, Bahia ^a, Macchi, Claudio ^{a, c}, Lolli, Francesco ^{d, 1}, Cecchi, Francesca ^{a, d, 1}

Source: In Neurophysiologie Clinique May 2024 54(3)

Trunk Control Test as a Main Predictor of the Modified Barthel Index Score at Discharge From Intensive Post-acute Stroke Rehabilitation: Results From a Multicenter Italian Study

Authors: Pellicciari, Leonardo, Basagni, Benedetta, Paperini, Anita, Campagnini, Silvia, Sodero, Alessandro, Hakiki, Bahia, Castagnoli, Chiara, Politi, Angela Maria, Avila, Lucia, Barilli, Manuele, Romano, Emanuela, Pancani, Silvia, Mannini, Andrea, Sensoli, Federico, Salvadori, Emilia, Poggesi, Anna, Grippo, Antonello, Macchi, Claudio, Baccini, Marco, Carrozza, Maria Chiara, Cecchi, Francesca

Source: In Archives of Physical Medicine and Rehabilitation February 2024 105(2):326-334

Stroke-related epilepsy in the rehabilitation setting: Insights from the inpatient post-stroke rehabilitation study – RIPS

Authors: Scarpino, Maenia ^{a, b, 1}, Grippo, Antonello ^{a, b, 1}, Campagnini, Silvia ^{a, ⁎}, Hakiki, Bahia ^a, Maiorelli, Antonio ^a, Sodero, Alessandro ^{a, c}, Guolo, Erika ^a, Mannini, Andrea ^a, Macchi, Claudio ^{a, b}, Cecchi, Francesca ^{a, b}

Source: In Epilepsy & Behavior Reports 2024 28

Brain microstate spatio-temporal dynamics as a candidate endotype of consciousness

Authors: Liuzzi, Piergiuseppe, Mannini, Andrea, Hakiki, Bahia, Campagnini, Silvia, Romoli, Anna Maria, Draghi, Francesca, Burali, Rachele, Scarpino, Maenia, Cecchi, Francesca, Grippo, Antonello

Source: In NeuroImage: Clinical 2024 41

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Empowering Active and Healthy Ageing: Integrating IoT and Wearable Technologies for Personalised Interventions.

Authors: Joymangul, Jensen Selwyn¹, damien.nicolas@list.lujensen.joymangul@list.lu, Ciobanu, Ileana², jensen.joymangul@list.lumihai.berteanu@umfcd.ro, Agnoloni, Francesco³, f.agnoloni@medeaproject.eu, Lampe, Jure⁴, jure.lampe@senlab.io, Pedrini, Chiara⁵, cpedrini@dongnocchi.it, Pinto, Angela⁶, angelapinto@caritascoimbra.pt, Franceschini, Bruna⁶, brunafranceschini@caritascoimbra.pt, Nicolas, Damien¹, djamel.khadraoui@list.lu, Tamburini, Elena³, e.tamburini@medeaproject.eu, Cecchi, Francesca^5,7, francesca.cecchi@unifi.it, Berteanu, Mihai², Khadraoui, Djamel¹

Source: Applied Sciences (2076-3417); Jun2024, Vol. 14 Issue 11, p4789, 21p

Heart rate variability for the evaluation of patients with disorders of consciousness

Authors: Liuzzi, Piergiuseppe, Campagnini, Silvia, Hakiki, Bahia, Burali, Rachele, Scarpino, Maenia, Macchi, Claudio, Cecchi, Francesca, Mannini, Andrea, Grippo, Antonello

Source: In Clinical Neurophysiology June 2023 150:31-39

Sensorized toys for measuring manipulation capabilities of infants at home

Authors: Passetti, Giovanni, Cecchi, Francesca, Baldoli, Ilaria, Sgandurra, Giuseppina, Beani, Elena, Cioni, Giovanni, Laschi, Cecilia, Dario, Paolo

Source: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE. :7390-7393 Aug, 2015

Relation: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

EEG asymmetry detection in patients with severe acquired brain injuries via machine learning methods

Authors: Corsi, Leonardo, Liuzzi, Piergiuseppe, Ballanti, Sara, Scarpino, Maenia, Maiorelli, Antonio, Sterpu, Raisa, Macchi, Claudio, Cecchi, Francesca, Hakiki, Bahia, Grippo, Antonello, Lanatà, Antonio, Carrozza, Maria Chiara, Bocchi, Leonardo, Mannini, Andrea

Source: In Biomedical Signal Processing and Control January 2023 79 Part 1

Healthcare practitioners and robotic-assisted rehabilitation: understanding needs and barriers.

Authors: Nicora, Giovanna, Parimbelli, Enea, Mauro, Maria Cristina, Falchini, Francesca, Germanotta, Marco, Fasano, Alessio, Sgandurra, Giuseppina, Beani, Elena, Gruppioni, Emanuele, Bugané, Francesca, Aprile, Irene Giovanna, Quaglini, Silvana, Estraneo, Anna, Magliacano, Alfonso, Mosca, Rita, Cecchi, Francesca, Ciapetti, Tommaso, Piazzini, Michele, Castagnoli, Chiara, D'Oronzio, Stefano Giuseppe

Source: Journal of NeuroEngineering & Rehabilitation (JNER); 4/9/2025, Vol. 22 Issue 1, p1-14, 14p

Subject Terms: HOME rehabilitation, SUSTAINABLE development, REHABILITATION technology, INNOVATION adoption, TREATMENT programs

Predictors of Recovering Full Consciousness: Results From a Prospective Multisite Italian Study.

Authors: Hakiki, Bahia, Liuzzi, Piergiuseppe, Romoli, Anna Maria, Draghi, Francesca, Maccanti, Daniela, De Nisco, Agnese, Burali, Rachele, Toci, Tanita, Grippo, Antonello, Scarpino, Maenia, Mannini, Andrea, Magliacano, Alfonso, Estraneo, Anna, Comanducci, Angela, Navarro, Jorge, Tramonti, Chiara, Carli, Valentina, Balbi, Pietro, Macchi, Claudio, Cecchi, Francesca

Source: European Journal of Neurology; Apr2025, Vol. 32 Issue 4, p1-10, 10p

Cognitive Bias in Adult Zebrafish (Danio rerio): A Systematic Review.

Authors: Gazzano, Valentina, Ogi, Asahi, Cecchi, Francesca, Curadi, Maria Claudia, Marchese, Maria, Gazzano, Angelo

Source: Veterinary Sciences; Jan2025, Vol. 12 Issue 1, p71, 13p

Subject Terms: COGNITIVE testing, COGNITIVE bias, ANIMAL welfare, ZEBRA danio, SCIENCE databases, BRACHYDANIO

Effectiveness of robot-assisted training in adults with Parkinson’s disease: a systematic review and meta-analysis.

Authors: Lazzarini, Stefano G., Mosconi, Bianca, Cordani, Claudio, Arienti, Chiara, Cecchi, Francesca

Source: Journal of Neurology; Jan2025, Vol. 272 Issue 1, p1-13, 13p

Physical and chemical characteristics of eggs from eight Italian chicken breeds.

Authors: Castillo, Annelisse, Salvucci, Sonia, Mancini, Simone, Serra, Andrea, Cappucci, Alice, Schiavone, Achille, Soglia, Dominga, Zaniboni, Luisa, Buccioni, Arianna, Mannelli, Federica, Castellini, Cesare, Cartoni Mancinelli, Alice, Cassandro, Martino, Iaffaldano, Nicolaia, Cecchi, Francesca, Russo, Claudia, Cerolini, Silvia, Marzoni Fecia di Cossato, Margherita

Source: Italian Journal of Animal Science; Dec2024, Vol. 23 Issue 1, p342-347, 6p

Subject Terms: CHICKEN breeds, POULTRY breeding, EGG whites, EGGSHELLS, ALBUMINS, EGG yolk

Self-assessment of health: how socioeconomic, functional, and emotional dimensions influence self-rated health among Italian nonagenarians.

Authors: Strozza, Cosmo, Egidi, Viviana, Vannetti, Federica, Cecchi, Francesca, Macchi, Claudio, Pasqualetti, Patrizio

Source: Quality & Quantity; Dec2024, Vol. 58 Issue 6, p5257-5273, 17p

Subject Terms: PHYSICAL mobility, NONAGENARIANS, OLDER people, STRUCTURAL equation modeling, YOUNG adult literature

Decannulation After a Severe Acquired Brain Injury

Authors: Hakiki, Bahia, Draghi, Francesca, Pancani, Silvia, Portaccio, Emilio, Grippo, Antonello, Binazzi, Barbara, Tofani, Ariela, Scarpino, Maenia, Macchi, Claudio, Cecchi, Francesca

Source: In Archives of Physical Medicine and Rehabilitation November 2020 101(11):1906-1913

Muscle strength is related to mental and physical quality of life in the oldest old

Authors: Boni, Roberta, Castagnoli, Chiara, Cecchi, Francesca, Cesari, Francesca, Epifani, Francesco, Frandi, Roberta, Giusti, Betti, Luisi, Maria Luisa Eliana, Marcucci, Rossella, Molino-Lova, Raffaello, Paperini, Anita, Razzolini, Lorenzo, Sofi, Francesco, Turcan, Nona, Valecchi, Debora, Laudisio, Alice, Giovannini, Silvia ^*, Finamore, Panaiotis, Loreti, Claudia, Vannetti, Federica, Coraci, Daniele, Incalzi, Raffaele Antonelli, Zuccal, Giuseppe, Macchi, Claudio, Padua, Luca

Source: In Archives of Gerontology and Geriatrics July-August 2020 89