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Neurosurgery inpatient outcome prediction for discharge planning with deep learning and transfer learning.

Lydia LamAntoinette LamStephen BacchiAmal Abou-Hamden
Published in: British journal of neurosurgery (2022)
Deep learning may predict inpatient neurosurgery outcomes from free-text medical data. Recurrent predictions with ward round notes enable the use of information obtained throughout hospital admissions in these estimates.
Keyphrases
  • deep learning
  • palliative care
  • artificial intelligence
  • mental health
  • convolutional neural network
  • acute care
  • healthcare
  • machine learning
  • big data
  • electronic health record
  • smoking cessation