The Therapeutic Use of Humanoid Robots for Behavioral Disorders. - Federica Amato; Marianna Di Gregorio; Clara Monaco; Monica Sebillo; Genoveffa Tortora; Giuliana Vitiello (AVI, 2020)

Socially Assistive Robotics combined with Artificial Intelligence for ADHD. - Federica Amato; Marianna Di Gregorio; Clara Monaco; Monica Sebillo; Genoveffa Tortora; Giuliana Vitiello (CCNC, 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)

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)

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 (IWBBIO (1), 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 (MeMeA, 2022)

Sleep Quality through Vocal Analysis: a Telemedicine Application. - Federica Amato; Irene Rechichi; Luigi Borzì; Gabriella Olmo (PerCom Workshops, 2022)

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 (MetroInd4.0&IoT, 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 (MetroInd4.0&IoT, 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, 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., 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., 2023)

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 (MetroInd4.0 & IoT, 2024)

Beyond breathalyzers: AI-powered speech analysis for alcohol intoxication detection. - Federica Amato; Valerio Cesarini; Gabriella Olmo; Giovanni Saggio; Giovanni Costantini (Expert Syst. Appl., 2025)