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Fast And Accurate Population Level Transcranial Magnetic Stimulation via Low-Rank Probabilistic Matrix Decomposition (PMD).

Nahian I HasanDezhi WangLuis J Gomez
Published in: bioRxiv : the preprint server for biology (2023)
A method for practical E-field informed population-level TMS coil placement strategies is developed.This algorithm enables the determination of E-field informed optimal coil placement in seconds enabling it’s use for close-loop and on-the-fly reconfiguration of TMS.After the initial set-up stage of less than 10 hours, the E-field can be predicted for any coil placement across the whole brain within in 2-3 milliseconds.
Keyphrases
  • transcranial magnetic stimulation
  • high frequency
  • ultrasound guided
  • deep learning
  • white matter
  • high resolution
  • multiple sclerosis
  • resting state