These measurements were then combined with machine learning to investigate whether people reporting symptoms of stress, anxiety or depression displayed recognizable physical patterns. The results are published in the journal Communications Medicine.

The study involved 132 adults ages 18 to 94 from 19 countries. Participants completed a widely used 21-question assessment covering depression, anxiety and stress before undergoing repeated fingertip measurements.