AI-driven speech biomarkers for disease diagnosis and monitoring: a systematic review and meta-analysis.
- DOI
- 10.1136/bmjebm-2025-113759
- Published
- 2026 Jan 21
- Container
- BMJ evidence-based medicine
- Publisher
- Not recorded
- Open access
- unknown
Credibility signals
limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
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Cite this work
BibTeX
@article{allodium:10.1136/bmjebm-2025-113759,
title = {AI-driven speech biomarkers for disease diagnosis and monitoring: a systematic review and meta-analysis.},
author = {Yang Y and Zhao X and Zhao P and Ying D and Wang J and Jiang Y and Wan Q},
year = {2026},
journal = {BMJ evidence-based medicine},
doi = {10.1136/bmjebm-2025-113759},
url = {https://doi.org/10.1136/bmjebm-2025-113759}
}RIS
TY - JOUR TI - AI-driven speech biomarkers for disease diagnosis and monitoring: a systematic review and meta-analysis. AU - Yang Y AU - Zhao X AU - Zhao P AU - Ying D AU - Wang J AU - Jiang Y AU - Wan Q PY - 2026 JO - BMJ evidence-based medicine DO - 10.1136/bmjebm-2025-113759 UR - https://doi.org/10.1136/bmjebm-2025-113759 ER -
APA
Y, Y., X, Z., P, Z., D, Y., J, W., Y, J., & Q, W. (2026). AI-driven speech biomarkers for disease diagnosis and monitoring: a systematic review and meta-analysis.. BMJ evidence-based medicine. https://doi.org/10.1136/bmjebm-2025-113759
Source records
- pubmed · retrieved 2026-09-26T04:26:02.918Z