PTSD detection from physiological signals

2 researchers·2 publications

Machine learning on autonomic biomarkers (heart rate variability and related signals) to detect PTSD presence and severity from non-invasive physiological data. Trained and tested on 152 sessions from 30 PTSD patients and 49 healthy controls. Limited current treatment options motivate development of vagus nerve stimulation as a viable alternative.