AIMC Journal:
Annals of general psychiatry

Showing 1 to 4 of 4 articles

Validating objective and scalable speech markers of depression across two independent psychiatric cohorts.

Annals of general psychiatry
BACKGROUND: Using speech as objective markers for major depressive disorder (MDD) has shown promise, yet their generalizability across clinical settings remains largely unvalidated. OBJECTIVE: This study aimed to validate previously identified speech...

Diagnostic accuracy of machine learning approaches for suicide‑related outcomes: a meta‑analysis.

Annals of general psychiatry
OBJECTIVE: This diagnostic test accuracy meta-analysis aimed to provide clinically interpretable estimates (sensitivity, specificity, likelihood ratios (LR), predictive value (PV) and post‑test probabilities) for machine‑learning (ML) models predicti...

Psychiatry in transition: an assessment in the context of societal change.

Annals of general psychiatry
AIMS: To explore how global challenges such as climate change, artificial intelligence (AI), and migration intersect with generational change among psychiatric trainees and reshape specialist training. METHODS: An integrative review drawing on sympos...