Machine Learning Approaches for Dementia Detection Through Speech and Gait Analysis: A Systematic Literature Review.

Journal: Journal of Alzheimer's disease : JAD
PMID: 38848181

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.

Authors

  • Mustafa Al-Hammadi
    School of Information and Engineering, Dalarna University, Falun, Sweden.
  • Hasan Fleyeh
    School of Information and Engineering, Dalarna University, Falun, Sweden.
  • Anna Cristina Åberg
    School of Health and Welfare, Dalarna University, Falun, Sweden.
  • Kjartan Halvorsen
    School of Health and Welfare, Dalarna University, Falun, Sweden.
  • Ilias Thomas

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