Early detection of Alzheimer's disease using deep learning methods.

Journal: Alzheimer's & dementia : the journal of the Alzheimer's Association
PMID: 40356024

Abstract

INTRODUCTION: Alzheimer's disease (AD), a leading cause of dementia, requires early detection for effective intervention. This study employs AI to analyze multimodal datasets, including clinical, biomarker, and neuroimaging data, using hybrid deep learning frameworks to improve predictive accuracy.

Authors

  • Anthony Chidubem Mmadumbu
    College of Computing, Birmingham City University, Birmingham, UK.
  • Faisal Saeed
    College of Computer Science and Engineering, Taibah University, Medina 344, Saudi Arabia.
  • Fuad Ghaleb
    College of Computing, Birmingham City University, Birmingham, UK.
  • Sultan Noman Qasem
    Computer Science Department, College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.

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