Articlenpj biomedical innovations2024
Empowering Alzheimer's caregivers with conversational AI: a novel approach for enhanced communication and personalized support.
Article in npj biomedical innovations, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Generative large language models in the clinical management of Alzheimer's disease and mild cognitive impairment.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026Pooled it
- The use of care home environments to meet culture-specific needs of culturally and linguistically diverse residents with dementia: an integrative review using the ICF framework.International journal for equity in health · 2026Pooled it
- A strategic pathway for the ethical development of AI tools in dementia care.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Personalized Intelligent Chatbot Based on AI-Generated Content Assists Memoir Writing for Older Adults With Cognitive Impairment: Mixed Methods Study.JMIR human factors · 2026Article
- Conversational AI in Cognitive and Social Training for People with Dementia: A Systematic Review.Healthcare (Basel, Switzerland) · 2026Review
- Generating Alzheimer's narratives using large language models.BMC medical informatics and decision making · 2026Article
- Exploring Informal Caregivers' Perception of the Olera Digital Caregiving Assistance Platform for Dementia Care: Mixed Methods Evaluation Study.JMIR formative research · 2026Article
- Evolution of Chatbots as an Educational and Supportive Digital Intervention for Family Caregivers of People With Dementia: Protocol for a Systematic Integrative Review.JMIR research protocols · 2026Article
- Empowering Informal Caregivers of Persons With Early-Stage Dementia by Large Language Models: Mixed Methods Evaluation.JMIR formative research · 2026Article
- Artificial neural networks fighting real neural decline: a systematic review of AI in Alzheimer's research.Artificial intelligence review · 2026Article
- AI-augmented frameworks for enhancing Alzheimer's disease clinical trials: A memory clinic perspective.The journal of prevention of Alzheimer's disease · 2025Article
- Using Large Language Models to Retrieve Critical Data from Clinical Processes and Business Rules.Bioengineering (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
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.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.