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Predicting the Risk of Severity and Readmission in Patients with Heart Failure in Indonesia: A Machine Learning Approach.

Finna E IndrianyKemal N SiregarBudhi Setianto PurwowiyotoBambang Budi SiswantoIndrajani SutedjaHendy R Wijaya
Published in: Healthcare informatics research (2024)
The ANN algorithm performed best in predicting HF severity and hospital readmissions and will be integrated into a mobile application for patient self-monitoring to prevent readmissions.
Keyphrases
  • machine learning
  • deep learning
  • artificial intelligence
  • neural network
  • healthcare
  • case report
  • big data
  • emergency department
  • adverse drug
  • electronic health record
  • drug induced