Benchmarking machine learning models in lesion-symptom mapping for predicting language outcomes in stroke survivors

  • Deepa Tilwani
  • , Christian O'Reilly
  • , Nicholas Riccardi
  • , Valerie L. Shalin
  • , Dirk Bart den Ouden
  • , Julius Fridriksson
  • , Svetlana V. Shinkareva
  • , Amit P. Sheth
  • , Rutvik H. Desai

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number1573816
JournalFrontiers in Neuroimaging
Volume4
DOIs
StatePublished - 2025

ASJC Scopus Subject Areas

  • Radiology Nuclear Medicine and imaging
  • Neuroscience (miscellaneous)

Keywords

  • aphasia
  • lesion-symptom mapping
  • machine learning
  • multivariate analysis
  • neuroimaging
  • stroke

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