Concepedia
Statistics
Publications
9
Citations
317
H-Index
Active since
2020
Affiliations
Politecnico di Torino(Current)
University of Rome Tor Vergata
Sapienza University of Rome
University of Turin
Istituto Neurologico Mediterraneo
Federica Amato is an author at Politecnico di Torino specializing in neurology, phonetics, and machine learning.
Publications per year
2020–2023
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 Leo et al. · Sensors · 2023 · 85 citations · Full text
Computing, Computer Science, Neurology +17
An algorithm for Parkinson’s disease speech classification based on isolated words analysis
Federica Amato, Luigi Borzì, Gabriella Olmo et al. · Health Information Science and Systems · 2021 · 56 citations · Full text
Computing, Neurology, Speech-language Pathology +16
Machine learning- and statistical-based voice analysis of Parkinson’s disease patients: A survey
Federica Amato, Giovanni Saggio, Valerio Cesarini et al. · Expert Systems with Applications · 2023 · 48 citations
Computing, Neurology, Speech-language Pathology +12
Speech Impairment in Parkinson’s Disease: Acoustic Analysis of Unvoiced Consonants in Italian Native Speakers
Federica Amato, Luigi Borzì, Gabriella Olmo et al. · IEEE Access · 2021 · 26 citations · Full text
Language Studies, Neurology, Speech-language Pathology +17
Smartphone-Based Evaluation of Postural Stability in Parkinson’s Disease Patients During Quiet Stance
Luigi Borzì, Silvia Fornara, Federica Amato et al. · Electronics · 2020 · 25 citations · Full text
Medicine, Health Informatics, Neurology +17
1–5 of 9