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Federica Amato
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2020 – today
- 2025
- [j6]Federica Amato, Valerio Cesarini, Gabriella Olmo, Giovanni Saggio, Giovanni Costantini:
Beyond breathalyzers: AI-powered speech analysis for alcohol intoxication detection. Expert Syst. Appl. 262: 125656 (2025) - 2024
- [c8]Valerio Cesarini, Mattia Magliocchetti, Diego Calicchia, Federica Amato, Antonio Suppa, Francesco Asci, Luca Marsili, Giovanni Saggio, Giovanni Costantini:
Features of 3-D Phase Space Attractors as Descriptors of Chaotic Laws in Voice Signals for the AI-based Detection of Dysphonia. MetroInd4.0 & IoT 2024: 435-439 - 2023
- [j5]Federica Amato
, Giovanni Saggio, Valerio Cesarini
Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey. Expert Syst. Appl. 219: 119651 (2023) - [j4]Luis Sigcha
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson's disease: A systematic review. Expert Syst. Appl. 229(Part A): 120541 (2023) - [j3]Giovanni Costantini, Valerio Cesarini, Pietro Di Leo, Federica Amato, Antonio Suppa, Francesco Asci, Antonio Pisani, Alessandra Calculli, Giovanni Saggio:
Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison. Sensors 23(4): 2293 (2023) - [c7]Valerio Cesarini, Giovanni Costantini, Federica Amato, Vito Errico, Luca Pietrosanti, Alexandre Calado, Roberto Massa, Erica Frezza, Fernanda Irrera, Alessandro Manoni, Giovanni Saggio:
Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques. MetroInd4.0&IoT 2023: 194-199 - [c6]Federica Amato, Valerio Cesarini, Luca Pietrosanti, Giovanni Costantini, Gabriella Olmo
Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space. MetroInd4.0&IoT 2023: 270-274 - 2022
- [c5]Irene Rechichi
Single-Channel EEG Detection of REM Sleep Behaviour Disorder: The Influence of REM and Slow Wave Sleep. IWBBIO (1) 2022: 381-394 - [c4]Federica Amato
Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach. MeMeA 2022: 1-6 - [c3]Federica Amato
Sleep Quality through Vocal Analysis: a Telemedicine Application. PerCom Workshops 2022: 706-711 - 2021
- [j2]Federica Amato
Speech Impairment in Parkinson's Disease: Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers. IEEE Access 9: 166370-166381 (2021) - [j1]Federica Amato
An algorithm for Parkinson's disease speech classification based on isolated words analysis. Health Inf. Sci. Syst. 9(1): 32 (2021) - [c2]Federica Amato, Marianna Di Gregorio, Clara Monaco, Monica Sebillo, Genoveffa Tortora, Giuliana Vitiello
Socially Assistive Robotics combined with Artificial Intelligence for ADHD. CCNC 2021: 1-6 - 2020
- [c1]Federica Amato, Marianna Di Gregorio, Clara Monaco, Monica Sebillo, Genoveffa Tortora, Giuliana Vitiello:
The Therapeutic Use of Humanoid Robots for Behavioral Disorders. AVI 2020: 98:1-98:3
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