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Feasibility of Identifying Factors Related to Alzheimer's Disease and Related Dementia in Real-World Data.

Aokun ChenQian LiYu HuangYongqiu LiYu-Neng ChuangXia HuSerena GuoYonghui WuYi GuoJiang Bian
Published in: medRxiv : the preprint server for health sciences (2024)
We summarized the risk factors for AD/ADRD by reviewing existing meta-analyses and review articles on risk and preventive factors for AD /ADRD.Drawing from this literature review and identified AD/ADRD factors, we explored the accessibility of these risk and preventive factors in both structured and unstructured EHR data.We constructed an interactive knowledge map that can be used to aid in the design of future AD/ADRD studies that aim to leverage large collections of RWD to generate RWE.
Keyphrases
  • electronic health record
  • meta analyses
  • systematic review
  • healthcare
  • big data
  • wastewater treatment
  • case report
  • cognitive impairment
  • current status
  • machine learning
  • deep learning