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

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

Abstract 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...

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Bibliographic Details
Main Authors: Umesh Kumar Lilhore, Surjeet Dalal, Neetu Faujdar, Martin Margala, Prasun Chakrabarti, Tulika Chakrabarti, Sarita Simaiya, Pawan Kumar, Pugazhenthan Thangaraju, Hemasri Velmurugan
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-41314-y

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https://doi.org/10.1038/s41598-023-41314-y

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