Browsing by Author "Laiba, Faria Islam"

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A comprehensive hybrid framework for Parkinson’s disease detection: integrating handcraft features along with deep learning-based feature extraction with variational autoencoder and traditional machine learning techniques for classification

Alam, Md. Iftiajul; Laiba, Faria Islam; Nazi, Tahiatun; Choudhury, Shirsadip (BRAC University, 2024-10)

Neurodegenerative disorders, such as Parkinson’s disease, present a significant medical challenge, necessitating innovative approaches for detection. This thesis introduces a comprehensive hybrid framework that combines ...