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Temporal Integration of Text Transcripts and Acoustic Features for Alzheimer's Diagnosis Based on Spontaneous Speech

Background: Advances in machine learning (ML) technology have opened new avenues for detection and monitoring of cognitive decline. In this study, a multimodal approach to Alzheimer's dementia detection based on the patient's spontaneous speech is presented. This approach was tested on a s...

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Detalles Bibliográficos
Autores principales: Martinc, Matej, Haider, Fasih, Pollak, Senja, Luz, Saturnino
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8236853/
https://www.ncbi.nlm.nih.gov/pubmed/34194313
http://dx.doi.org/10.3389/fnagi.2021.642647