Login / Signup

Classification of primary progressive aphasia: challenges and complexities.

Donna Clark Tippett
Published in: F1000Research (2020)
Primary progressive aphasia (PPA) is classified into three variants, logopenic variant PPA (lvPPA), nonfluent agrammatic PPA (nfaPPA), and semantic variant PPA (svPPA), based on clinical (syndromic) characteristics with support from neuroimaging and/or underlying neuropathology. Classification of PPA variants provides information valuable to disease management. International consensus criteria are widely employed to identify PPA subtypes; however, classification is complex, and some individuals do not fit neatly into the subtyping scheme. In this review, diagnostic challenges and their implications are discussed, possible explanations for these challenges are explored, and approaches to address PPA classification are considered.
Keyphrases
  • deep learning
  • machine learning
  • multiple sclerosis
  • healthcare
  • clinical practice
  • health information