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Model for Predicting In-Hospital Mortality of Physical Trauma Patients Using Artificial Intelligence Techniques: Nationwide Population-Based Study in Korea.

Seungseok LeeWu-Seong KangSang Hyun SeoDo Wan KimHoon KoJoongsuck KimSeong Hwa LeeJin Seok Lee
Published in: Journal of medical Internet research (2022)
Our proposed EDNN with all features outperforms other state-of-the-art models, including the traditional diagnostic code-based prediction model and triage scale.
Keyphrases
  • artificial intelligence
  • trauma patients
  • machine learning
  • big data
  • deep learning
  • emergency department
  • physical activity
  • mental health
  • cross sectional