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Prediction and Feature Importance Analysis for Severity of COVID-19 in South Korea Using Artificial Intelligence: Model Development and Validation.

Heewon ChungHoon KoWu-Seong KangKyoung Won KimHoo-Seok LeeChul ParkHyun-Ok SongTae-Young ChoiJae Ho SeoJin Seok Lee
Published in: Journal of medical Internet research (2021)
Our proposed AI model with the selected features was able to predict the severity of COVID-19 accurately. We also made a web application so that anyone can access the model. We believe that sharing the AI model with the public will be helpful in validating and improving its performance.
Keyphrases
  • artificial intelligence
  • machine learning
  • coronavirus disease
  • sars cov
  • deep learning
  • big data
  • healthcare
  • emergency department
  • mental health
  • social media
  • electronic health record