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

Seungseok Lee,Wu Seong Kang,Sanghyun Seo,Do Wan Kim,Hoon Ko,Joongsuck Kim, Seonghwa Lee,Jinseok Lee

Journal of medical Internet research（2022）

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Abstract

Our proposed EDNN with all features outperforms other state-of-the-art models, including the traditional diagnostic code-based prediction model and triage scale.

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Key words

Information system,artificial intelligence,deep neural network,emergency department,injury,international classification of disease,mortality prediction,prediction model,severity score,trauma

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