PD-Net: Parkinson’s Disease Detection Through Fusion of Two Spectral Features Using Attention-Based Hybrid Deep Neural Network

PD-Net: Parkinson’s Disease Detection Through Fusion of Two Spectral Features Using Attention-Based Hybrid Deep Neural Network

Parkinson’s disease (PD) is a progressive degenerative brain disease that worsens with age, causing areas of the brain to weaken. Vocal dysfunction often emerges as one of the earliest and most prominent indicators of Parkinson’s disease, with a significant number of patients exhibiting vocal impair...

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Bibliographic Details
Main Authors: Munira Islam, Khadija Akter, Md. Azad Hossain, M. Ali Akber Dewan
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Information
Subjects:
Parkinson disease
degenerative
spectral features
hybrid model
multi-head attention
Online Access:https://www.mdpi.com/2078-2489/16/2/135
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