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Voice as the reservoir of valuable clinical information: a diagnosis and monitoring support for speech-affecting diseases
2024 Amato, Federica
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
Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques
2023 Cesarini, Valerio; Costantini, Giovanni; Amato, Federica; Errico, Vito; Pietrosanti, Luca; Calado, Alexandre Luis; Massa, Roberto; Frezza, Erica; Irrera, Fernanda; Manoni, Alessandro; 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
Hallmarks of Parkinson’s disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space
2023 Amato, Federica; Cesarini, Valerio; Pietrosanti, Luca; Costantini, Giovanni; Olmo, Gabriella; Saggio, Giovani
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
Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach
2022 Amato, Federica; Fasani, Maria; Raffaelli, Glauco; Cesarini, Valerio; Olmo, Gabriella; Di Lorenzo, Nicola; Costantini, Giovanni; Saggio, Giovanni
Single-Channel EEG Detection of REM Sleep Behaviour Disorder: The Influence of REM and Slow Wave Sleep
2022 Rechichi, Irene; Amato, Federica; Cicolin, Alessandro; Olmo, Gabriella
Sleep Quality through Vocal Analysis: a Telemedicine Application
2022 Amato, F.; Rechichi, I.; Borzi', L.; Olmo, G.
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 |
|---|---|---|---|
| Voice as the reservoir of valuable clinical information: a diagnosis and monitoring support for speech-affecting diseases / Amato, Federica. - (2024 Mar 18), pp. 1-246. | 18-mar-2024 | AMATO, FEDERICA | conv_phd_tesis_amatof.pdf; conv_abstract.pdf |
| 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 |
| Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques / Cesarini, Valerio; Costantini, Giovanni; Amato, Federica; Errico, Vito; Pietrosanti, Luca; Calado, Alexandre Luis; Massa, Roberto; Frezza, Erica; Irrera, Fernanda; Manoni, Alessandro; Saggio, Giovanni. - (2023), pp. 194-199. (Intervento presentato al convegno Metrology for Industry 4.0 and IoT 2023 tenutosi a Brescia (IT) nel 06-08 June 2023) [10.1109/MetroInd4.0IoT57462.2023.10180176]. | 1-gen-2023 | Amato, Federica + | 1570889895.pdf; Automatic_Detection_of_Myotonia_using_a_Sensory_Glove_with_Resistive_Flex_Sensors_and_Machine_Learning_Techniques.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 |
| Hallmarks of Parkinson’s disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space / Amato, Federica; Cesarini, Valerio; Pietrosanti, Luca; Costantini, Giovanni; Olmo, Gabriella; Saggio, Giovani. - (2023), pp. 270-274. (Intervento presentato al convegno MetroInd4.0&IoT 2023 tenutosi a Brescia (IT) nel 06-08 June 2023) [10.1109/MetroInd4.0IoT57462.2023.10180199]. | 1-gen-2023 | Amato, FedericaOlmo, Gabriella + | 1570889873.pdf; Hallmarks_of_Parkinsons_disease_progression_determined_by_temporal_evolution_of_speech_attractors_in_the_reconstructed_phase-space.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 |
| Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach / Amato, Federica; Fasani, Maria; Raffaelli, Glauco; Cesarini, Valerio; Olmo, Gabriella; Di Lorenzo, Nicola; Costantini, Giovanni; Saggio, Giovanni. - (2022), pp. 1-6. (Intervento presentato al convegno 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA) tenutosi a Giardini Naxos, Messina nel 22-24 June 2022) [10.1109/MeMeA54994.2022.9856574]. | 1-gen-2022 | Amato, FedericaOlmo, Gabriella + | Obesity_and_Gastro-Esophageal_Reflux_voice_disorders_a_Machine_Learning_approach.pdf |
| Single-Channel EEG Detection of REM Sleep Behaviour Disorder: The Influence of REM and Slow Wave Sleep / Rechichi, Irene; Amato, Federica; Cicolin, Alessandro; Olmo, Gabriella. - ELETTRONICO. - 13346:(2022), pp. 381-394. (Intervento presentato al convegno 9th International Work-Conference, IWBBIO 2022 tenutosi a Gran Canaria (Spain)) [10.1007/978-3-031-07704-3_31]. | 1-gen-2022 | Irene RechichiFederica AmatoGabriella Olmo + | Rechichi2022_Chapter_Single-ChannelEEGDetectionOfRE.pdf; IWBBIO_2022__RECHICHI_Paper90.pdf |
| Sleep Quality through Vocal Analysis: a Telemedicine Application / Amato, F.; Rechichi, I.; Borzi', L.; Olmo, G.. - ELETTRONICO. - (2022), pp. 706-711. (Intervento presentato al convegno 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022 tenutosi a Pisa (ITA) nel 2022) [10.1109/PerComWorkshops53856.2022.9767372]. | 1-gen-2022 | Amato F.Rechichi I.Borzi' L.Olmo G. | AuthorAcceptedManuscript-SQVA.pdf; Sleep_Quality_through_Vocal_Analysis_a_Telemedicine_Application.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 |