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Improved Dementia Prediction in Cerebral Small Vessel Disease Using Deep Learning-Derived Diffusion Scalar Maps From T1.

Yutong ChenDaniel J TozerRui LiHao LiAnil Man TuladharFrank-Erik De LeeuwHugh Stephen Markus
Published in: Stroke (2024)
We have developed a fast and generalizable method to synthesize FA/MD maps from T1 to improve the prediction accuracy of dementia in small vessel disease when diffusion tensor imaging data have not been acquired.
Keyphrases
  • mild cognitive impairment
  • deep learning
  • cognitive impairment
  • subarachnoid hemorrhage
  • electronic health record
  • machine learning
  • big data
  • convolutional neural network