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Federica Amato
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 12
Top Topics
Machine Learning
Top Venues
MetroInd4.0&IoT
Expert Syst. Appl.
Sensors
PerCom Workshops
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Publications
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Federica Amato
,
Valerio Cesarini
,
Luca Pietrosanti
,
Giovanni Costantini
,
Gabriella Olmo
,
Giovanni Saggio
Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space.
MetroInd4.0&IoT
(2023)
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) (2023)
Luis Sigcha
,
Luigi Borzì
,
Federica Amato
,
Irene Rechichi
,
Carlos Ramos-Romero
,
Andrés Cárdenas
,
Luis Gascó
,
Gabriella Olmo
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson's disease: A systematic review.
Expert Syst. Appl.
229 (Part A) (2023)
Federica Amato
,
Giovanni Saggio
,
Valerio Cesarini
,
Gabriella Olmo
,
Giovanni Costantini
Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey.
Expert Syst. Appl.
219 (2023)
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)
Federica Amato
,
Maria Fasani
,
Glauco Raffaelli
,
Valerio Cesarini
,
Gabriella Olmo
,
Nicola Di Lorenzo
,
Giovanni Costantini
,
Giovanni Saggio
Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach.
MeMeA
(2022)
Irene Rechichi
,
Federica Amato
,
Alessandro Cicolin
,
Gabriella Olmo
Single-Channel EEG Detection of REM Sleep Behaviour Disorder: The Influence of REM and Slow Wave Sleep.
IWBBIO (1)
(2022)
Federica Amato
,
Irene Rechichi
,
Luigi Borzì
,
Gabriella Olmo
Sleep Quality through Vocal Analysis: a Telemedicine Application.
PerCom Workshops
(2022)
Federica Amato
,
Luigi Borzì
,
Gabriella Olmo
,
Juan Rafael Orozco-Arroyave
An algorithm for Parkinson's disease speech classification based on isolated words analysis.
Health Inf. Sci. Syst.
9 (1) (2021)
Federica Amato
,
Marianna Di Gregorio
,
Clara Monaco
,
Monica Sebillo
,
Genoveffa Tortora
,
Giuliana Vitiello
Socially Assistive Robotics combined with Artificial Intelligence for ADHD.
CCNC
(2021)
Federica Amato
,
Luigi Borzì
,
Gabriella Olmo
,
Carlo Alberto Artusi
,
Gabriele Imbalzano
,
Leonardo Lopiano
Speech Impairment in Parkinson's Disease: Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers.
IEEE Access
9 (2021)
Federica Amato
,
Marianna Di Gregorio
,
Clara Monaco
,
Monica Sebillo
,
Genoveffa Tortora
,
Giuliana Vitiello
The Therapeutic Use of Humanoid Robots for Behavioral Disorders.
AVI
(2020)