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

Parkinson’s Disease (PD) is one of the most common non-curable neurodegenerative diseases. Diagnosis is achieved clinically on the basis of different symptoms with considerable delays from the onset of neurodegenerative processes in the central nervous system. In this study, we investigated early an...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Giovanni Costantini, Valerio Cesarini, Pietro Di Leo, Federica Amato, Antonio Suppa, Francesco Asci, Antonio Pisani, Alessandra Calculli, Giovanni Saggio
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2023-02-01
Schriftenreihe:Sensors
Schlagworte:
speech
voice
Parkinson’s disease
artificial intelligence
deep learning
CNN
Online-Zugang:https://www.mdpi.com/1424-8220/23/4/2293
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