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Development of Deep Learning Models for Predicting In-Hospital Mortality Using an Administrative Claims Database: Retrospective Cohort Study.

Hiroki MatsuiHayato YamanaKiyohide FushimiHideo Yasunaga
Published in: JMIR medical informatics (2022)
Our deep learning-based model using diagnoses and procedures produced valid predictions of in-hospital mortality.
Keyphrases
  • deep learning
  • artificial intelligence
  • convolutional neural network
  • machine learning
  • health insurance
  • adverse drug
  • emergency department