The simplification of the insomnia severity index and epworth sleepiness scale using machine learning models

HIGHLIGHTS

  • who: Woodo Lee from the DepartmentKorea University have published the research: The simplification of the insomnia severity index and epworth sleepiness scale using machine learning models, in the Journal: Scientific Reports Scientific Reports
  • what: The aim of the study is to optimize the number of the ISI and ESS questionnaire items using machine_learning algorithms and deep neural_networks with an attention model. The authors propose the novel simplified sleep questionnaire and machine_learning algorithms with deep neural_networks with remarkable efficiency and accuracy. A classical machine_learning model provided a baseline accuracy of the study , which is shown in . . .

     

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