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Document Retrieval for Precision Medicine Using a Deep Learning Ensemble Method.

Zhiqiang LiuJingkun FengZhihao YangLei Wang
Published in: JMIR medical informatics (2021)
In this paper, we proposed a novel ensemble method based on deep learning. As shown in the experiments, the strategies we used in the initial retrieval phase such as query expansion and query boosting are effective. The application of the text classification model and relevance matching model better captured semantic context information and improved retrieval performance.
Keyphrases
  • deep learning
  • convolutional neural network
  • artificial intelligence
  • machine learning
  • healthcare