Depression (Male)
Depression (Male) screening by GIA®, powered by digitalhumanOS™, uses Voice AI, Computer Vision, and Speech Biomarkers to detect depression (male) through a single patient conversation. Screening performance: AUC 0.710. Screening takes 40 seconds with results in under 2 minutes.
Let's gently explore your emotional state and see if depression might be a factor.
Depression in men is often expressed as anger or irritability, making it difficult to recognize. Early detection allows for timely intervention and support.
Key Facts
- Screening Time
- 40 seconds
- Results
- under 2 minutes
- Modalities
- Voice + Vision + Speech
- Evidence
- See research bibliography
- Status
- Live
This content is intended for informational purposes and does not constitute medical advice. Citing research does not mean this page or the product has been independently peer reviewed.
About Depression (Male) screening.
Is depression different for men?
Yes, men may experience depression differently, sometimes masking it with anger or substance use.
What kind of support is available?
We offer a range of resources, including therapy options and support groups tailored for men.
The science behind Depression (Male) screening.
A 2009 Lancet meta-analysis of 50,371 patients across 41 studies (Mitchell, Vaze, Rao) found that unassisted primary-care diagnostic sensitivity for depression was 50.1% — about half of cases were missed at the encounter level.
Clinical diagnosis of depression in primary care: a meta-analysis — Lancet (2009-08)DOI: 10.1016/S0140-6736(09)60879-5 →A January 2026 clinical white paper demonstrates that machine learning models trained on spontaneous speech can serve as an effective first step in identifying individuals at risk for depression and anxiety — enabling earlier intervention at scale.
Behavioral Health Assessment Using Vocal Biomarkers (2026-01)Peer-reviewed research validates speech-based depression severity detection — enabling nuanced assessment beyond binary present/absent screening.
Depression Severity Detection Using Read Speech With A Divide-And-Conquer Approach (2022-03)View all peer-reviewed research. See how GIA® screens for Depression (Male) across care settings.
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