Effects of deep brain stimulation of the subthalamic nucleus on patients with Parkinson's disease: a machine-learning voice analysis

Effects of deep brain stimulation of the subthalamic nucleus on patients with Parkinson's disease: a machine-learning voice analysis

IntroductionDeep brain stimulation of the subthalamic nucleus (STN-DBS) can exert relevant effects on the voice of patients with Parkinson's disease (PD). In this study, we used artificial intelligence to objectively analyze the voices of PD patients with STN-DBS.Materials and methodsIn a cross...

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Main Authors: Antonio Suppa, Francesco Asci, Giovanni Costantini, Francesco Bove, Carla Piano, Francesca Pistoia, Rocco Cerroni, Livia Brusa, Valerio Cesarini, Sara Pietracupa, Nicola Modugno, Alessandro Zampogna, Patrizia Sucapane, Mariangela Pierantozzi, Tommaso Tufo, Antonio Pisani, Antonella Peppe, Alessandro Stefani, Paolo Calabresi, Anna Rita Bentivoglio, Giovanni Saggio, Lazio DBS Study Group, Maria Concetta Altavista, Alessandra Calciulli, Marco Ciavarro, Francesca Cortese, Antonio Daniele, Alessandro De Biase, Manuela D'Ercole, Lazzaro Di Biase, Daniela Di Giuda, Pietro Di Leo, Danilo Genovese, Isabella Imbimbo, Alessandro Izzo, Rosa Liperoti, Giuseppe Marano, Massimo Marano, Marianna Mazza, Alessandra Monge, Nicola Montano, Michela Orsini, Leonardo Rigon, Marina Rizz, Camilla Rocchi, Gennaro Saporito, Laura Vacca, Fabio Viselli
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Neurology
Subjects:
Parkinson's disease
voice analysis
machine-learning
deep brain stimulation
subthalamic nucleus
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2023.1267360/full

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https://www.frontiersin.org/articles/10.3389/fneur.2023.1267360/full

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