Original ResearchPublished 5 December 2025Enhancing dementia and cognitive decline detection with large language models and speech representation learningKarol Chlasta · Piotr Struzik · Grzegorz M. WójcikFrontiers in Neuroinformaticsdoi 10.3389/fninf.2025.1679664