AI-powered Language Assessment Tools for Dementia
Parsapoor, Mahboobeh, Alam, Muhammad Raisul, Mihailidis, Alex
–arXiv.org Artificial Intelligence
More than 50 million people worldwide are living with different types of neurodegenerative dementias including Alzheimer's Disease (AD), Vascular Dementia, Lewy Body Dementia, and Frontotemporal Lobar Dementia [1]. These are among the leading global neurodegenerative diseases and have notable economic impacts on individuals and societies [2]. To mitigate the impact of neurodegenerative dementias on older adults and help them plan for the future [3], early detection of dementia is necessary. It would help older adults at the early stages of the disease seek out different intervention programs [4], including psycho-social interventions (e.g., walking programs and art therapy) [5], non-pharmaceutical intervention programs (e.g., music interventions [6]) as well as clinical interventions so that they can maintain their quality of life [7] at the normal level and slow down disease progression.
arXiv.org Artificial Intelligence
Sep-13-2022
- Genre:
- Research Report
- New Finding (1.00)
- Experimental Study (1.00)
- Research Report
- Industry:
- Health & Medicine > Therapeutic Area > Neurology > Dementia (1.00)
- Technology:
- Information Technology > Artificial Intelligence
- Natural Language (1.00)
- Representation & Reasoning (0.68)
- Speech > Speech Recognition (0.67)
- Machine Learning
- Performance Analysis > Accuracy (0.47)
- Statistical Learning > Support Vector Machines (0.46)
- Neural Networks > Deep Learning (0.46)
- Information Technology > Artificial Intelligence