Classification of Alzheimer’s Disease Leveraging Multi-task Machine Learning Analysis of Speech and Eye-Movement Data

Classification of Alzheimer’s Disease Leveraging Multi-task Machine Learning Analysis of Speech and Eye-Movement Data

Alzheimer’s disease (AD) is a progressive neurodegenerative condition that results in impaired performance in multiple cognitive domains. Preclinical changes in eye movements and language can occur with the disease, and progress alongside worsening cognition. In this article, we present the results...

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Bibliographic Details
Main Authors: Hyeju Jang, Thomas Soroski, Matteo Rizzo, Oswald Barral, Anuj Harisinghani, Sally Newton-Mason, Saffrin Granby, Thiago Monnerat Stutz da Cunha Vasco, Caitlin Lewis, Pavan Tutt, Giuseppe Carenini, Cristina Conati, Thalia S. Field
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Human Neuroscience
Subjects:
Alzheimer’s disease
mild cognitive impairment
speech
language
eye-tracking
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2021.716670/full

Internet

https://www.frontiersin.org/articles/10.3389/fnhum.2021.716670/full

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