Exploring LLM Embedding Potential for Dementia Detection Using Audio Transcripts

Exploring LLM Embedding Potential for Dementia Detection Using Audio Transcripts

Dementia is a neurodegenerative disorder characterized by progressive cognitive impairment that significantly affects daily living. Early detection of Alzheimer’s disease—the most common form of dementia—remains essential for prompt intervention and treatment, yet clinical diagnosis often requires e...

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Bibliographic Details
Main Authors: Brandon Alejandro Llaca-Sánchez, Luis Roberto García-Noguez, Marco Antonio Aceves-Fernández, Andras Takacs, Saúl Tovar-Arriaga
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Eng
Subjects:
dementia detection
natural language processing
embeddings
large language models
Alzheimer’s disease
Online Access:https://www.mdpi.com/2673-4117/6/7/163
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