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In silico development and validation of Bayesian methods for optimizing deep brain stimulation to enhance cognitive control.

Sumedh Sopan NagraleAli YousefiThéoden I NetoffAlik S Widge
Published in: Journal of neural engineering (2023)
We show that the optimization can converge even with lag between stimulation and effect, and that a complete optimization can be done in a clinically feasible timespan (a few hours). Further, the approach requires no specialized recording or imaging hardware, and thus could be a scalable path to expand the use of DBS in psychiatric and other non-motor applications.
Keyphrases
  • deep brain stimulation
  • parkinson disease
  • obsessive compulsive disorder
  • high resolution
  • mental health
  • palliative care
  • molecular docking
  • photodynamic therapy
  • molecular dynamics simulations
  • fluorescence imaging