Machine Learning Approaches for Dementia Detection Through Speech and Gait Analysis: A Systematic Literature Review
Mustafa Al-Hammadi,
Hasan Fleyeh,
Anna Cristina Åberg
et al.
Abstract:Background: Dementia is a general term for several progressive neurodegenerative disorders including Alzheimer’s disease. Timely and accurate detection is crucial for early intervention. Advancements in artificial intelligence present significant potential for using machine learning to aid in early detection. Objective: Summarize the state-of-the-art machine learning-based approaches for dementia prediction, focusing on non-invasive methods, as the burden on the patients is lower. Specifically, the analysis of… Show more
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