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Preoperative Electroencephalography-Based Machine Learning Predicts Cognitive Deterioration After Subthalamic Deep Brain Stimulation.

Victor J GeraedtsMilan KochRoy KuiperMarios KefalasThomas H W BäckJacobus J van HiltenHao WangHuub A M MiddelkoopNiels A van der GaagMaria Fiorella ContarinoMartijn R Tannemaat
Published in: Movement disorders : official journal of the Movement Disorder Society (2021)
Preoperative EEGs can predict cognitive deterioration after STN DBS with high accuracy. Cortical neurophysiological alterations may indicate future cognitive decline and can be used as biomarkers during the DBS screening. © 2021 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Keyphrases
  • deep brain stimulation
  • cognitive decline
  • parkinson disease
  • machine learning
  • mild cognitive impairment
  • obsessive compulsive disorder
  • patients undergoing
  • current status
  • artificial intelligence