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Deep Learning Approach for Imputation of Missing Values in Actigraphy Data: Algorithm Development Study.

Jong Hwan JangJung-Gu ChoiHyun Woong RohSang Joon SonChang Hyung HongEun Young KimTae Young KimDukyong Yoon
Published in: JMIR mHealth and uHealth (2020)
Our deep learning-based imputation model performed better than the other methods when imputing missing values in actigraphy data.
Keyphrases
  • deep learning
  • artificial intelligence
  • electronic health record
  • big data
  • machine learning
  • convolutional neural network
  • data analysis