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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