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Medical code prediction via capsule networks and ICD knowledge.

Weidong BaoHongfei LinYijia ZhangJian WangShaowu Zhang
Published in: BMC medical informatics and decision making (2021)
The proposed model employed the dynamic routing algorithm and label embedding framework can effectively capture the important features across sentences. Both Capsule networks and domain knowledge are helpful for medical code prediction task.
Keyphrases
  • healthcare
  • machine learning
  • deep learning