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Does adding MRI and CSF-based biomarkers improve cognitive status classification based on cognitive performance questionnaires?

Mateo P FarinaJoseph SaenzEileen M Crimmins
Published in: PloS one (2023)
MRI and CSF biomarkers, while important for understanding dementia pathology in clinical research, were not found to substantially improve cognitive status classification based on cognitive status performance, which may limit adoption in population-based surveys due to costs, training, and invasiveness associated with their collection.
Keyphrases
  • magnetic resonance imaging
  • machine learning
  • contrast enhanced
  • deep learning
  • computed tomography
  • magnetic resonance
  • electronic health record