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August 1, 2024Scalable Computing Practice and ExperienceOpen Access

Missing Data Imputation for Health Care Big Data using Denoising Autoencoder with Generative Adversarial Network

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YZYinbing Zhang

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Yinbing Zhang (2024) studied this question.

synapsesocial.com/papers/68e5dd8fb6db643587572d68https://doi.org/10.12694/scpe.v25i5.3023
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Also Consider

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

  1. 1Autoencoder Imputation of Missing Heterogeneous Data for Alzheimer's Disease Classification2024
  2. 2Siamese Autoencoder Architecture for the Imputation of Data Missing Not at Random2024 · 7 citations
  3. 3A Genetic Algorithm-Enhanced Method for Missing Value Imputation in Healthcare Datasets2026
  4. 4Electronic medical records imputation by temporal Generative Adversarial Network2024 · 1 citations
  5. 5Generalized Denoising Coder with Multi-modal Approach for Handling Incomplete Information in Public Health Big Data Analytics2024