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Longitudinal brain structure changes in Parkinson's disease: A replication study.

Andrzej SokołowskiNikhil BhagwatYohan ChatelainMathieu DugréAlexandru HanganuOury MonchiBrent McPhersonMichelle WangJean-Baptiste PolineMadeleine SharpTristan Glatard
Published in: PloS one (2024)
Despite important differences in the dataset used in this replication study, and despite differences in sample size, we were able to partially replicate the original results. We produced a publicly available reproducible notebook allowing researchers to further investigate the reproducibility of the results in Hanganu et al. (2014) when more data is added to PPMI.
Keyphrases
  • electronic health record
  • multiple sclerosis
  • white matter
  • machine learning
  • deep learning