A multi-view learning approach with diffusion model to synthesize FDG PET from MRI T1WI for diagnosis of Alzheimer's disease.

Journal: Alzheimer's & dementia : the journal of the Alzheimer's Association
PMID: 39641380

Abstract

INTRODUCTION: This study presents a novel multi-view learning approach for machine learning (ML)-based Alzheimer's disease (AD) diagnosis.

Authors

  • Ke Chen
    Department of Signal Processing, Tampere University of Technology, Finland.
  • Ying Weng
    c School of Computer Science , Bangor University , Bangor , UK.
  • Yueqin Huang
    Institute of Mental Health, NHC Key Laboratory of Mental Health (Peking University), National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China.
  • Yiming Zhang
    Key Laboratory for Control Theory & Applications in Complicated Systems, Tianjin University of Technology, Tianjin 300384, China.
  • Tom Dening
    School of Medicine, University of Nottingham, Nottingham, UK.
  • Akram A Hosseini
    Neurology Department, Nottingham University Hospitals NHS Trust, Queen's Medical Centre, Nottingham, UK.
  • Weizhong Xiao
    Neurology Department, Peking University Third Hospitals, Beijing, China.

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