Design of a deep fusion model for early Parkinson’s disease prediction using handwritten image analysis

Design of a deep fusion model for early Parkinson’s disease prediction using handwritten image analysis

Abstract Parkinson’s Disease (PD) is a deteriorating condition that mostly affects older people. The lack of conclusive treatment for PD makes diagnosis very challenging. However, using patterns like tremors for early diagnosis, handwriting analysis has become a useful diagnostic technique. This wor...

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Bibliographic Details
Main Authors: Shyamala K, Navamani T M
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Deep learning
Handwritten images
Parkinson’s disease
Disease prediction
Pre-trained CNN models
Online Access:https://doi.org/10.1038/s41598-025-04807-6
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