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Federica Amato
Federica Amato
Senior Data Scientist | SynbrAIn S.r.L.
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An algorithm for Parkinson’s disease speech classification based on isolated words analysis
F Amato, L Borzì, G Olmo, JR Orozco-Arroyave
Health Information Science and Systems 9 (1), 1-15, 2021
412021
Artificial Intelligence-Based Voice Assessment of Patients with Parkinson’s Disease Off and On Treatment: Machine vs. Deep-Learning Comparison
G Costantini, V Cesarini, PD Leo, F Amato, A Suppa, F Asci, A Pisani, ...
Sensors 23 (4), 2293, 2023
342023
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: A systematic review
L Sigcha, L Borzì, F Amato, I Rechichi, C Ramos-Romero, A Cárdenas, ...
Expert Systems with Applications, 120541, 2023
282023
Machine Learning-and Statistical-based Voice Analysis of Parkinson’s Disease Patients: A Survey
F Amato, G Saggio, V Cesarini, G Olmo, G Costantini
Expert Systems with Applications, 119651, 2023
132023
Speech impairment in Parkinson’s disease: acoustic analysis of unvoiced consonants in Italian native speakers
F Amato, L Borzì, G Olmo, CA Artusi, G Imbalzano, L Lopiano
IEEE Access, 2021
122021
Smartphone-Based Evaluation of Postural Stability in Parkinson’s Disease Patients During Quiet Stance
L Borzì, S Fornara, F Amato, G Olmo, CA Artusi, L Lopiano
Electronics 9 (6), 919, 2020
122020
Sleep Quality through Vocal Analysis: a Telemedicine Application
F Amato, I Rechichi, L Borzì, G Olmo
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
72022
Robust and language-independent acoustic features in Parkinson's disease
S Scimeca, F Amato, G Olmo, F Asci, A Suppa, G Costantini, G Saggio
Frontiers in Neurology 14, 1198058, 2023
52023
How resistant are levodopa-resistant axial symptoms? Response of freezing, posture and voice to increasing levodopa intestinal infusion rates in Parkinson's disease.
G Imbalzano, D Rinaldi, G Calandra-Buonaura, M Contin, F Amato, ...
European Journal of Neurology, 2022
42022
Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach
F Amato, M Fasani, C Raffaelli, V Cesarini, G Olmo, N Di Lorenzo, ...
2022 IEEE International Symposium on Medical Measurements and Applications …, 2022
32022
Single-Channel EEG Detection of REM Sleep Behaviour Disorder: The Influence of REM and Slow Wave Sleep
I Rechichi, F Amato, A Cicolin, G Olmo
International Work-Conference on Bioinformatics and Biomedical Engineering …, 2022
32022
Voice as the reservoir of valuable clinical information: a diagnosis and monitoring support for speech-affecting diseases
F Amato
Politecnico di Torino, 2024
2024
Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques
V Cesarini, G Costantini, F Amato, V Errico, L Pietrosanti, AL Calado, ...
2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT …, 2023
2023
Hallmarks of Parkinson’s disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space
F Amato, V Cesarini, L Pietrosanti, G Costantini, G Olmo, G Saggio
2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT …, 2023
2023
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