Status:

UNKNOWN

Machine Learning to Predict Clinical Response to TMS

Lead Sponsor:

Brown University

Collaborating Sponsors:

Providence VA Medical Center

Conditions:

Depression, Unipolar

Eligibility:

All Genders

18-65 years

Brief Summary

Major Depressive Disorder (MDD) is a common and debilitating illness. It affects a person's family and personal relationships, work, education, and life. It changes sleeping and eating habits and sign...

Eligibility Criteria

Inclusion

  • diagnosis of MDD, assessed by the Structured Clinical Interview of DSM-5 (SCID)
  • treatment-resistant, operationally defined as failure to achieve clinical remission (MADRS \<7) remit following at least one antidepressant trial in the current major depressive episode.
  • Symptoms must be of at least moderate severity (MADRS score \>19)
  • medications will be stable for at least six weeks prior to TMS, and there will be no dose changes unless medically necessary

Exclusion

  • \* Standard contraindications to TMS and EEG :
  • metal in the head and neck
  • history of serious head injury or loss of consciousness over 10 minutes
  • dementia
  • seizure history
  • other serious neurological disorders
  • serious or unstable medical conditions that would affect EEG signal
  • current severe substance use disorders (except for nicotine or caffeine)
  • bipolar or psychotic-spectrum disorders (e.g., schizophrenia, schizoaffective disorder, etc.)
  • Prior non-responders to TMS will also be excluded.

Key Trial Info

Start Date :

October 22 2018

Trial Type :

OBSERVATIONAL

Allocation :

ESTIMATED

End Date :

September 18 2020

Estimated Enrollment :

35 Patients enrolled

Trial Details

Trial ID

NCT03847688

Start Date

October 22 2018

End Date

September 18 2020

Last Update

February 25 2019

Active Locations (1)

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1

Providence VA Medical Center

Providence, Rhode Island, United States, 02908