Hybrid CNN-LSTM model with efficient hyperparameter tuning for prediction of Parkinson’s disease

The patients’ vocal Parkinson’s disease (PD) changes could be identified early on, allowing for management before physically incapacitating symptoms appear. In this work, static as well as dynamic speech characteristics that are relevant to PD identification are examined. Speech changes or communica...

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Detalles Bibliográficos
Autores principales: Lilhore, Umesh Kumar, Dalal, Surjeet, Faujdar, Neetu, Margala, Martin, Chakrabarti, Prasun, Chakrabarti, Tulika, Simaiya, Sarita, Kumar, Pawan, Thangaraju, Pugazhenthan, Velmurugan, Hemasri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480168/
https://www.ncbi.nlm.nih.gov/pubmed/37669970
http://dx.doi.org/10.1038/s41598-023-41314-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480168/
https://www.ncbi.nlm.nih.gov/pubmed/37669970
http://dx.doi.org/10.1038/s41598-023-41314-y

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