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 | 36 | 2021 |
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 | 27 | 2023 |
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 | 17 | 2023 |
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 | 12 | 2021 |
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 | 11 | 2023 |
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 | 11 | 2020 |
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 | 5 | 2022 |
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 | 4 | 2023 |
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 | 3 | 2022 |
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 | 3 | 2022 |
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 | 2 | 2022 |
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 |