Towards Automatic Early Detection: Assessing LANGaware's Language and Speech Biomarkers in Neurocognitive and Affective Disorders
Vassiliki Rentoumi, Evangelos Vassiliou, Dimitra Sali, Admir Demiraj, George Paliouras · 2025
Read Towards Automatic Early Detection: Assessing LANGaware's Language and Speech Biomarkers in Neurocognitive and Affective Disorders by Vassiliki Rentoumi, Evangelos Vassiliou, Dimitra Sali, Admir Demiraj, George Paliouras (2025) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-11716855.txt.
Description
Vassiliki Rentoumi and co-authors test speech markers for brain and mood disorders in this 2025 study. How people talk shifts subtly as cognition fades. Automatic language analysis can catch those shifts without scans or needles.
Their platform, LANGaware, pools language and speech biomarkers. Telling Alzheimer's from healthy speech already works well. Mild impairment is harder, since it can stem from mood disorders as well as early disease. The team built a test setup that grades the markers on three goals at once. Sorting those look-alike states is the clinical prize. Early, cheap screening could speed expert follow-up.
Catalog record
| CREATOR | Vassiliki Rentoumi, Evangelos Vassiliou, Dimitra Sali, Admir Demiraj, George Paliouras |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 3 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |