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Brain Predictability toolbox: a Python library for neuroimaging-based machine learning.

Sage HahnDe Kang YuanWesley K ThompsonMax OwensNicholas AllgaierHugh Garavan
Published in: Bioinformatics (Oxford, England) (2021)
BPt has been developed as an open-source Python 3.6+ package hosted at https://github.com/sahahn/BPt under MIT License, with documentation provided at https://bpt.readthedocs.io/en/latest/, and continues to be actively developed. The project can be downloaded through the github link provided. A web GUI interface based on the same code is currently under development and can be set up through docker with instructions at https://github.com/sahahn/BPt_app.
Keyphrases
  • machine learning
  • artificial intelligence
  • white matter
  • electronic health record
  • deep learning
  • big data
  • brain injury
  • blood brain barrier
  • functional connectivity