Federica Amato

15 papers B 1Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Voice classification in Parkinson's disease: A deep learning approach using transformers and error rate metrics.
Biomed. Signal Process. Control.
Benedetta Perrone, Federica Amato, Gabriella Olmo
2025 J jnl
Beyond breathalyzers: AI-powered speech analysis for alcohol intoxication detection.
Expert Syst. Appl.
Federica Amato, Valerio Cesarini, Gabriella Olmo, Giovanni Saggio, Giovanni Costantini
2024 — conf
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
Valerio Cesarini, Mattia Magliocchetti, Diego Calicchia, Federica Amato, Antonio Suppa, Francesco Asci, Luca Marsili, Giovanni Saggio, Giovanni Costantini
2023 J jnl
Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison.
Sensors
Giovanni Costantini, Valerio Cesarini, Pietro Di Leo, Federica Amato, Antonio Suppa, Francesco Asci, Antonio Pisani, Alessandra Calculli, Giovanni Saggio
2023 — conf
Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques.
MetroInd4.0&IoT
Valerio Cesarini, Giovanni Costantini, Federica Amato, Vito Errico, Luca Pietrosanti, Alexandre Calado, Roberto Massa, Erica Frezza, Fernanda Irrera, Alessandro Manoni, Giovanni Saggio
2023 J jnl
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson's disease: A systematic review.
Expert Syst. Appl.
Luis Sigcha, Luigi Borzì, Federica Amato, Irene Rechichi, Carlos Ramos-Romero, Andrés Cárdenas, Luis Gascó, Gabriella Olmo
2023 — conf
Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space.
MetroInd4.0&IoT
Federica Amato, Valerio Cesarini, Luca Pietrosanti, Giovanni Costantini, Gabriella Olmo, Giovanni Saggio
2023 J jnl
Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey.
Expert Syst. Appl.
Federica Amato, Giovanni Saggio, Valerio Cesarini, Gabriella Olmo, Giovanni Costantini
2022 — conf
Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach.
MeMeA
Federica Amato, Maria Fasani, Glauco Raffaelli, Valerio Cesarini, Gabriella Olmo, Nicola Di Lorenzo, Giovanni Costantini, Giovanni Saggio
2022 — conf
Single-Channel EEG Detection of REM Sleep Behaviour Disorder: The Influence of REM and Slow Wave Sleep.
IWBBIO (1)
Irene Rechichi, Federica Amato, Alessandro Cicolin, Gabriella Olmo
2022 — conf
Sleep Quality through Vocal Analysis: a Telemedicine Application.
PerCom Workshops
Federica Amato, Irene Rechichi, Luigi Borzì, Gabriella Olmo
2021 J jnl
An algorithm for Parkinson's disease speech classification based on isolated words analysis.
Health Inf. Sci. Syst.
Federica Amato, Luigi Borzì, Gabriella Olmo, Juan Rafael Orozco-Arroyave
2021 — conf
Socially Assistive Robotics combined with Artificial Intelligence for ADHD.
CCNC
Federica Amato, Marianna Di Gregorio, Clara Monaco, Monica Sebillo, Genoveffa Tortora, Giuliana Vitiello
2021 J jnl
Speech Impairment in Parkinson's Disease: Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers.
IEEE Access
Federica Amato, Luigi Borzì, Gabriella Olmo, Carlo Alberto Artusi, Gabriele Imbalzano, Leonardo Lopiano
2020 B conf
The Therapeutic Use of Humanoid Robots for Behavioral Disorders.
AVI
Federica Amato, Marianna Di Gregorio, Clara Monaco, Monica Sebillo, Genoveffa Tortora, Giuliana Vitiello