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Imbalanced biomedical data classification using self-adaptive multilayer ELM combined with dynamic GAN.

Liyuan ZhangHuamin YangZhengang Jiang
Published in: Biomedical engineering online (2018)
Our study provides an effective solution for imbalanced biomedical data classification under the condition of limited samples and high-dimensional feature. The proposed method could offer a theoretical basis for computer-aided diagnosis. It has the potential to be applied in biomedical clinical practice.
Keyphrases
  • machine learning
  • deep learning
  • clinical practice
  • big data
  • electronic health record
  • artificial intelligence
  • solid state