Empowering Alzheimer’s caregivers with conversational AI: a novel approach for enhanced communication and personalized support

Alzheimer’s disease and related dementias (ADRD) place a significant burden on caregivers. To address this, we developed ADQueryAid, a conversational AI system designed to empower ADRD caregivers. Built on a Large Language Model and enriched with ADRD knowledge, ADQueryAid uses Retrieval-Augmented Generation to provide personalized and informative support. A user study comparing ADQueryAid to a baseline model (ChatGPT 3.5) demonstrated its superior usability, offering contextually relevant information and emotional support. This study highlights the potential of tailored AI systems to enhance the caregiving experience, paving the way for future research on their long-term impact.

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Publication Details

Journal
npj Biomedical Innovations.
Published
2024-12-04
DOI
https://doi.org/10.1038/s44385-024-00004-8
Citations
11
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
1.32

Funders

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article

Empowering Alzheimer’s caregivers with conversational AI: a novel approach for enhanced communication and personalized support

Kimia Tuz Zaman, Wordh Ul Hasan, Cui Tao, Xin Wang et al.
11 citations
npj Biomedical Innovations.
Artificial Intelligence in Healthcare and Education
1.32
article

Empowering Alzheimer’s caregivers with conversational AI: a novel approach for enhanced communication and personalized support

Kimia Tuz Zaman, Wordh Ul Hasan, Cui Tao, Xin Wang, Juan Li, Bo Xie
article en
11 citations

Abstract

Alzheimer’s disease and related dementias (ADRD) place a significant burden on caregivers. To address this, we developed ADQueryAid, a conversational AI system designed to empower ADRD caregivers. Built on a Large Language Model and enriched with ADRD knowledge, ADQueryAid uses Retrieval-Augmented Generation to provide personalized and informative support. A user study comparing ADQueryAid to a baseline model (ChatGPT 3.5) demonstrated its superior usability, offering contextually relevant information and emotional support. This study highlights the potential of tailored AI systems to enhance the caregiving experience, paving the way for future research on their long-term impact.

npj Biomedical Innovations.Vol. 1(1)
Mayo Clinic in Florida (US), North Dakota State University (US), The University of Texas at Austin (US)
National Science Foundation
Openalex Percentile: Top 18%
Artificial Intelligence in Healthcare and Education
1.32
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Empowering Alzheimer’s caregivers with conversational AI: a novel approach for enhanced communication and personalized support — Kimia Tuz Zaman, Wordh Ul Hasan, et al. · npj Biomedical Innovations. (2024) | TGRS Research Map | TGRS