U.S., Feb. 13 -- ClinicalTrials.gov registry received information related to the study (NCT06823024) titled 'Assess the Utility of a Speech-based Machine Learning Algorithm to Predict Treatment Response to Psychiatric Interventions' on Jan. 12.

Brief Summary: This is a research study looking at whether the way people speak can help predict how well they'll respond to certain mental health treatments.

The Main Goal:

The researchers want to see if computer analysis of a person's speech patterns can predict whether they'll respond well to two specific treatments: TMS (Transcranial Magnetic Stimulation) and Spravato (a nasal spray medication). They're focusing on people with depression, bipolar disorder, OCD, anxiety, and PTSD.

How It Works...