Detecting Type 2 Diabetes From Voice
NCT07421921 · Status: COMPLETED · Type: OBSERVATIONAL · Enrollment: 7319
Last updated 2026-03-19
Summary
The goal of this observational study is to learn if computer analysis of voice recordings can detect Type 2 diabetes in adults.
The main questions it aims to answer are:
* Can advanced voice analysis accurately identify participants with Type 2 diabetes or pre-diabetes based on vocal biomarkers?
* How do voice-based predictions compare to HbA1c blood test results for diabetes screening?
* Can machine learning approaches effectively address the challenge of undiagnosed diabetes in population screening?
Participants will:
* Record themselves reading a short passage and answering brief questions out loud in a single online session.
* Complete health questionnaires about diabetes risk factors, medications, and general health status.
* A subset of participants (n=1,000) will provide a blood sample through an at-home HbA1c testing kit to validate voice-based predictions against laboratory results.
* Use their own devices (computer, tablet, or smartphone) to complete all study activities online from home.
Conditions
- Type 2 Diabetes
- Diabetes (DM)
- T2DM
- T2DM (Type 2 Diabetes Mellitus)
Sponsors & Collaborators
-
Thymia Limited
lead INDUSTRY
Eligibility
- Min Age
- 18 Years
- Sex
- ALL
- Healthy Volunteers
- Yes
Timeline & Regulatory
- Start
- 2025-09-01
- Primary Completion
- 2026-03-06
- Completion
- 2026-03-16
Countries
- United Kingdom
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