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Explanatory Model of Dry Eye Disease Using Health and Nutrition Examinations: Machine Learning and Network-Based Factor Analysis From a National Survey.

Sang-Min NamThomas A PetersonAtul Janardhan ButteKyoung Yul SeoHyun Wook Han
Published in: JMIR medical informatics (2020)
Integrative understanding of DED was possible using the machine learning-based model and network-based factor analysis. This method for finding important risk factors and identifying patient-specific risk could be applied to other multifactorial diseases.
Keyphrases
  • machine learning
  • risk factors
  • healthcare
  • public health
  • artificial intelligence
  • mental health
  • physical activity
  • big data