A hybrid DCNN-SVM model for classifying neonatal sleep and wake states based on facial expressions in video

Muhammad Awais, Xi Long, Bin Yin, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Chunmei Lu, Xinhua Wang, Laishuan Wang, Jiong Zhang, Jeroen Dudink, W. Chen

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
JournalIEEE Journal of Biomedical and Health Informatics
Publication statusAccepted/In press - Apr 2021


  • neonates
  • sleep
  • video analysis
  • Facial expression
  • AI
  • neural networks

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