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April 19, 2024Journal of Alzheimer s DiseaseOpen Access

Improving Regression Analysis with Imputation in a Longitudinal Study of Alzheimer’s Disease

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Authors

GCGanesh ChandrasekaranSXSharon X. Xie

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Chandrasekaran et al. (2024) studied this question.

synapsesocial.com/papers/68e6e666b6db643587661ae2https://doi.org/10.3233/jad-231047
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Imputation Matters: A Deeper Look into an Overlooked Step in Longitudinal Health and Behavior Sensing Research2025
  2. 2Missing data approaches for longitudinal neuroimaging research: Examples from the Adolescent Brain and Cognitive Development (ABCD) Study2024 · 1 citations
  3. 3Generative Neural Networks for Data Imputation in Longitudinal Epidemiological Studies2025
  4. 4Learning semi-supervised enrichment of longitudinal imaging-genetic data for improved prediction of cognitive decline2024
  5. 5Imputation-Based Variable Selection Method for Block-Wise Missing Data When Integrating Multiple Longitudinal Studies2024