Exploring the Landscape of Generative AI and Large Language Models in Alzheimer and Dementias Research
2024
Exploring Generative AI in Alzheimer's Research
Sample size: 145
publication
Evidence: moderate
Author Information
Author(s): Wei Duo, Elmasri Jeannine, Hernandez Bianca, Goyal Riya, Burdick David
Primary Institution: Stockton University
Hypothesis
What are the specific applications of generative AI and large language models in Alzheimer's Disease and Related Dementias research?
Conclusion
Generative AI and large language models are significantly applied in Alzheimer's research, particularly in drug discovery and treatment improvement.
Supporting Evidence
- The study retrieved 196 articles on AI in ADRD research published between January 2022 and December 2023.
- 145 articles met eligibility criteria and were categorized into two main topics: ADRD domain and AI-related tasks.
- Generative AI was primarily used for research and drug discovery, while large language models focused on challenges and early detection.
Takeaway
This study looked at how new AI tools are being used to help understand and treat Alzheimer's disease.
Methodology
An in-depth scoping review was conducted using PubMed to analyze articles on AI in ADRD research.
Statistical Information
P-Value
<0.005
Statistical Significance
p<0.005
Digital Object Identifier (DOI)
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