Predicting cognitive decline using tongue pressure: a novel, non-invasive screening strategy for dementia in geriatric dentistry
- 06.10.2025
- Research
Erschienen in:
- Verfasst von
- Sowmya Srinivas
- S. Arjun
- Veena More
- M. S. Aparna
- K. Ramesh
- Vidya G. Doddawad
- Erschienen in
- Acta Neurologica Belgica | Ausgabe 6/2025
Abstract
Background
Cognitive decline and dementia pose significant public health challenges, especially in aging populations. Oral frailty—characterized by reduced tongue pressure, chewing difficulties, and swallowing impairment—has been linked to cognitive deterioration. However, the potential of tongue pressure as a biomarker for early cognitive decline remains underexplored.
Purpose
This study investigates the relationship between tongue pressure, cognitive function, educational background, and dentition status to assess its feasibility as a non-invasive screening tool for early dementia detection.
Materials and methods
A novel, low-cost tongue pressure measurement device was developed to evaluate oral function in older adults. Cognitive status was assessed using the Montreal Cognitive Assessment (MoCA), while machine learning models were employed to predict cognitive decline based on tongue pressure, dentition, and education level. Among the models tested, the Decision Tree classifier was recommended due to its high interpretability and performance, achieving 94% accuracy, 0.94 recall, 0.94 precision, and an AUC of 0.95.
Results
Lower tongue pressure was significantly associated with cognitive decline. Dentition status and education level also showed strong correlations. The Decision Tree model effectively predicted cognitive impairment using these variables.
Conclusion
Tongue pressure measurement, supported by machine learning, presents a promising, non-invasive, and accessible method for early cognitive decline screening. The developed tool has strong potential for clinical and community-based application, especially in resource-limited settings.
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- Titel
- Predicting cognitive decline using tongue pressure: a novel, non-invasive screening strategy for dementia in geriatric dentistry
- Verfasst von
-
Sowmya Srinivas
S. Arjun
Veena More
M. S. Aparna
K. Ramesh
Vidya G. Doddawad
- Publikationsdatum
- 06.10.2025
- Verlag
- Springer International Publishing
- Erschienen in
-
Acta Neurologica Belgica / Ausgabe 6/2025
Print ISSN: 0300-9009
Elektronische ISSN: 2240-2993 - DOI
- https://doi.org/10.1007/s13760-025-02904-x
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