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Artificial Intelligence-Based Voice Assessment of Patients with Parkinson’s Disease Off and On Treatment: Machine vs. Deep-Learning Comparison
2023 Costantini, Giovanni; Cesarini, Valerio; Di Leo, Pietro; Amato, Federica; Suppa, Antonio; Asci, Francesco; Pisani, Antonio; Calculli, Alessandra; Saggio, Giovanni
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: A systematic review
2023 Sigcha, Luis; Borzi', Luigi; Amato, Federica; Rechichi, Irene; Ramos-Romero, Carlos; Cárdenas, Andrés; Gascó, Luis; Olmo, Gabriella
How resistant are levodopa-resistant axial symptoms? Response of freezing, posture and voice to increasing levodopa intestinal infusion rates in Parkinson's disease
2023 Imbalzano, Gabriele; Rinaldi, Domiziana; Calandra-Buonaura, Giovanna; Contin, Manuela; Amato, Federica; Giannini, Giulia; Sambati, Luisa; Ledda, Claudia; Romagnolo, Alberto; Olmo, Gabriella; Cortelli, Pietro; Zibetti, Maurizio; Lopiano, Leonardo; Artusi, Carlo Alberto
Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey
2023 Amato, F.; Saggio, G.; Cesarini, V.; Olmo, G.; Costantini, G.
Robust and language-independent acoustic features in Parkinson's disease
2023 Scimeca, Sabrina; Amato, Federica; Olmo, Gabriella; Asci, Francesco; Suppa, Antonio; Costantini, Giovanni; Saggio, Giovanni
An algorithm for Parkinson's disease speech classification based on isolated words analysis
2021 Amato, Federica; Borzì, Luigi; Olmo, Gabriella; Orozco-Arroyave, Juan Rafael
Speech impairment in Parkinson’s disease: acoustic analysis of unvoiced consonants in Italian native speakers
2021 Amato, F.; Borzi', L.; Olmo, G.; Artusi, C. A.; Imbalzano, G.; Lopiano, L.
Smartphone-Based Evaluation of Postural Stability in Parkinson’s Disease Patients During Quiet Stance
2020 Borzì, Luigi; Fornara, Silvia; Amato, Federica; Olmo, Gabriella; Artusi, Carlo Alberto; Lopiano, Leonardo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Artificial Intelligence-Based Voice Assessment of Patients with Parkinson’s Disease Off and On Treatment: Machine vs. Deep-Learning Comparison / Costantini, Giovanni; Cesarini, Valerio; Di Leo, Pietro; Amato, Federica; Suppa, Antonio; Asci, Francesco; Pisani, Antonio; Calculli, Alessandra; Saggio, Giovanni. - In: SENSORS. - ISSN 1424-8220. - 23:4(2023). [10.3390/s23042293] | 1-gen-2023 | Amato, Federica + | sensors-23-02293-v2.pdf |
| Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: A systematic review / Sigcha, Luis; Borzi', Luigi; Amato, Federica; Rechichi, Irene; Ramos-Romero, Carlos; Cárdenas, Andrés; Gascó, Luis; Olmo, Gabriella. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 229, Part A:(2023). [10.1016/j.eswa.2023.120541] | 1-gen-2023 | Luigi BorzìFederica AmatoIrene RechichiGabriella Olmo + | Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson disease.pdf |
| How resistant are levodopa-resistant axial symptoms? Response of freezing, posture and voice to increasing levodopa intestinal infusion rates in Parkinson's disease / Imbalzano, Gabriele; Rinaldi, Domiziana; Calandra-Buonaura, Giovanna; Contin, Manuela; Amato, Federica; Giannini, Giulia; Sambati, Luisa; Ledda, Claudia; Romagnolo, Alberto; Olmo, Gabriella; Cortelli, Pietro; Zibetti, Maurizio; Lopiano, Leonardo; Artusi, Carlo Alberto. - In: EUROPEAN JOURNAL OF NEUROLOGY. - ISSN 1351-5101. - ELETTRONICO. - 30:1(2023), pp. 96-106. [10.1111/ene.15558] | 1-gen-2023 | Amato, FedericaOlmo, Gabriella + | Euro+J+of+Neurology+-+2022+-+Imbalzano+-+How+resistant+are+levodopaâ++resistant+axial+symptoms++Response+of+freezing++posture.pdf; Euro J of Neurology - 2022 - Imbalzano - How resistant are levodopa‐resistant axial symptoms Response of freezing posture.pdf |
| Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey / Amato, F.; Saggio, G.; Cesarini, V.; Olmo, G.; Costantini, G.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 219:(2023), p. 119651. [10.1016/j.eswa.2023.119651] | 1-gen-2023 | Amato F.Olmo G. + | 1-s2.0-S0957417423001525-main.pdf; ESWA-D-22-05921_R1.pdf |
| Robust and language-independent acoustic features in Parkinson's disease / Scimeca, Sabrina; Amato, Federica; Olmo, Gabriella; Asci, Francesco; Suppa, Antonio; Costantini, Giovanni; Saggio, Giovanni. - In: FRONTIERS IN NEUROLOGY. - ISSN 1664-2295. - 14:(2023). [10.3389/fneur.2023.1198058] | 1-gen-2023 | Scimeca, SabrinaAmato, FedericaOlmo, Gabriella + | fneur-14-1198058.pdf |
| An algorithm for Parkinson's disease speech classification based on isolated words analysis / Amato, Federica; Borzì, Luigi; Olmo, Gabriella; Orozco-Arroyave, Juan Rafael. - In: HEALTH INFORMATION SCIENCE AND SYSTEMS. - ISSN 2047-2501. - ELETTRONICO. - 9:32(2021), pp. 1-15. [10.1007/s13755-021-00162-8] | 1-gen-2021 | Amato, FedericaBorzì, LuigiOlmo, Gabriella + | Amato2021_Article_AnAlgorithmForParkinsonSDiseas.pdf |
| Speech impairment in Parkinson’s disease: acoustic analysis of unvoiced consonants in Italian native speakers / Amato, F.; Borzi', L.; Olmo, G.; Artusi, C. A.; Imbalzano, G.; Lopiano, L.. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 9:(2021), pp. 166370-166381. [10.1109/ACCESS.2021.3135626] | 1-gen-2021 | Amato F.Borzi' L.Olmo G. + | Speech Impairment in Parkinson’s Disease Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers.pdf |
| Smartphone-Based Evaluation of Postural Stability in Parkinson’s Disease Patients During Quiet Stance / Borzì, Luigi; Fornara, Silvia; Amato, Federica; Olmo, Gabriella; Artusi, Carlo Alberto; Lopiano, Leonardo. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 2020:9 (6)(2020), pp. 1-14. [10.3390/electronics9060919] | 1-gen-2020 | Borzì, LuigiAmato, FedericaOlmo, Gabriella + | electronics-09-00919 (1).pdf |