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Image-level trajectory inference of tau pathology using variational autoencoder for Flortaucipir PET.

Jimin HongSeung Kwan KangIan AlbertsJiaying LuRaphael SznitmanJae Sung LeeAxel RomingerHongyoon ChoiKuangyu Shinull null
Published in: European journal of nuclear medicine and molecular imaging (2022)
The spatiotemporal trajectory of tau progression inferred in this study was consistent with Braak staging. The profile of other biomarkers in disease progression agreed well with previous findings. We addressed that this approach additionally has the potential to quantify tau progression as a continuous variable by taking a whole-brain tau image into account.
Keyphrases
  • cerebrospinal fluid
  • deep learning
  • pet ct
  • lymph node
  • computed tomography
  • white matter
  • resting state
  • positron emission tomography
  • multiple sclerosis
  • functional connectivity
  • climate change