Federica Amato

According to our database, Federica Amato authored at least 15 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Voice classification in Parkinson's disease: A deep learning approach using transformers and error rate metrics.

Benedetta Perrone, Federica Amato, Gabriella Olmo

Biomed. Signal Process. Control., 2026

2025

Beyond breathalyzers: AI-powered speech analysis for alcohol intoxication detection.

Federica Amato, Valerio Cesarini, Gabriella Olmo, Giovanni Saggio, Giovanni Costantini

Expert Syst. Appl., 2025

2024

Features of 3-D Phase Space Attractors as Descriptors of Chaotic Laws in Voice Signals for the AI-based Detection of Dysphonia.

Valerio Cesarini, Mattia Magliocchetti, Diego Calicchia, Federica Amato, Antonio Suppa, Francesco Asci, Luca Marsili, Giovanni Saggio, Giovanni Costantini

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 and IoT, 2024

2023

Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson's disease: A systematic review.

Luis Sigcha, Luigi Borzì, Federica Amato, Irene Rechichi, Carlos Ramos-Romero, Andrés Cárdenas, Luis Gascó, Gabriella Olmo

Expert Syst. Appl., November, 2023

Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey.

Federica Amato, Giovanni Saggio, Valerio Cesarini, Gabriella Olmo, Giovanni Costantini

Expert Syst. Appl., June, 2023

Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison.

Giovanni Costantini, Valerio Cesarini, Pietro Di Leo, Federica Amato, Antonio Suppa, Francesco Asci, Antonio Pisani, Alessandra Calculli, Giovanni Saggio

Sensors, February, 2023

Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques.

Valerio Cesarini, Giovanni Costantini, Federica Amato, Vito Errico, Luca Pietrosanti, Alexandre Calado, Roberto Massa, Erica Frezza, Fernanda Irrera, Alessandro Manoni, Giovanni Saggio

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space.

Federica Amato, Valerio Cesarini, Luca Pietrosanti, Giovanni Costantini, Gabriella Olmo, Giovanni Saggio

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

2022

Sleep Quality through Vocal Analysis: a Telemedicine Application.

Federica Amato, Irene Rechichi, Luigi Borzì, Gabriella Olmo

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach.

Federica Amato, Maria Fasani, Glauco Raffaelli, Valerio Cesarini, Gabriella Olmo, Nicola Di Lorenzo, Giovanni Costantini, Giovanni Saggio

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Single-Channel EEG Detection of REM Sleep Behaviour Disorder: The Influence of REM and Slow Wave Sleep.

Irene Rechichi, Federica Amato, Alessandro Cicolin, Gabriella Olmo

Proceedings of the Bioinformatics and Biomedical Engineering, 2022

2021

An algorithm for Parkinson's disease speech classification based on isolated words analysis.

Federica Amato, Luigi Borzì, Gabriella Olmo, Juan Rafael Orozco-Arroyave

Health Inf. Sci. Syst., 2021

Speech Impairment in Parkinson's Disease: Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers.

Federica Amato, Luigi Borzì, Gabriella Olmo, Carlo Alberto Artusi, Gabriele Imbalzano, Leonardo Lopiano

IEEE Access, 2021

Socially Assistive Robotics combined with Artificial Intelligence for ADHD.

Federica Amato, Marianna Di Gregorio, Clara Monaco, Monica Sebillo, Genoveffa Tortora, Giuliana Vitiello

Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

2020

The Therapeutic Use of Humanoid Robots for Behavioral Disorders.

Federica Amato, Marianna Di Gregorio, Clara Monaco, Monica Sebillo, Genoveffa Tortora, Giuliana Vitiello

Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020