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Systematic Review
Published 5 October 2026
Voice and speech as digital biomarkers of mental health: a scoping review of clinical interpretability, data collection and translational readiness
Ralph Justin Uy · Ibrahim Shaaban · Angel Arnaout
Frontiers in Digital Health
doi 10.3389/fdgth.2026.1964389